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feature: add decision tree

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s473580 2023-05-25 21:21:28 +02:00
parent e39efc72bd
commit 37c5489403
6 changed files with 1649 additions and 1 deletions
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5
requirements.txt
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pygame~=2.3.0
pandas
numpy
scikit-learn
IPython
pydotplus

40
src/DecisionTree.py Normal file
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import pandas as pd
from sklearn.tree import DecisionTreeClassifier
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import LabelEncoder
from sklearn import metrics
from six import StringIO
from IPython.display import Image
from sklearn.tree import export_graphviz
import pydotplus
# Read the dataset
train_data_m = pd.read_csv("datasets/treedataset2.csv")
feature_cols = ['Weather','Temperature','WindSpeed','PollenAvailability','BeePopulation','TimeOfDay','FlowerDistance','Humidity']
print(train_data_m.head())
# Encode the target variable
le = LabelEncoder()
train_data_m['FlyOutForHoney'] = le.fit_transform(train_data_m['FlyOutForHoney'])
# Encode the categorical features
encoded_data = train_data_m[feature_cols].apply(le.fit_transform)
X = encoded_data
y = train_data_m['FlyOutForHoney']
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.3, random_state=1)
clf = DecisionTreeClassifier(criterion="entropy", max_depth=5)
clf = clf.fit(X_train, y_train)
y_pred = clf.predict(X_test)
print("Accuracy:", metrics.accuracy_score(y_test, y_pred))
dot_data = StringIO()
export_graphviz(clf, out_file=dot_data,
filled=True, rounded=True,
special_characters=True, feature_names = feature_cols,class_names=['0','1'])
graph = pydotplus.graph_from_dot_data(dot_data.getvalue())
graph.write_png('tree.png')
Image(graph.create_png())

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src/datasets/testdataset.csv Normal file
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Weather,Temperature,Wind Speed,Pollen Availability,Bee Population,Time of Day,Flower Distance,Humidity,Fly_out_for_honey
Cloudy,Medium,Strong,Low,High,Morning,Close,Normal,No
Cloudy,Low,Strong,High,Moderate,Morning,Close,High,Yes
Sunny,High,Strong,Medium,Moderate,Morning,Close,Normal,Yes
Sunny,Medium,Weak,Medium,High,Morning,Close,Normal,Yes
Rainy,Low,Weak,Medium,High,Evening,Close,High,No
Cloudy,Medium,Weak,Low,Moderate,Afternoon,Medium,Normal,Yes
Cloudy,Medium,Weak,Low,Low,Morning,Close,High,No
Cloudy,Medium,Weak,Medium,Low,Evening,Far,High,No
Rainy,Low,Strong,High,Moderate,Evening,Close,High,No
Cloudy,Medium,Strong,Medium,Moderate,Afternoon,Medium,High,No
Cloudy,Low,Strong,Medium,Moderate,Afternoon,Medium,Normal,No
Rainy,Low,Weak,Medium,High,Afternoon,Far,High,No
Sunny,High,Strong,High,Moderate,Morning,Far,Normal,No
Sunny,Low,Weak,High,Low,Afternoon,Far,Normal,No
Sunny,High,Weak,Medium,High,Morning,Far,Normal,No
Rainy,High,Strong,Medium,Low,Morning,Medium,High,Yes
Sunny,High,Strong,Medium,Low,Morning,Medium,Normal,Yes
Cloudy,High,Strong,High,Moderate,Morning,Medium,Normal,No
Rainy,Medium,Weak,Low,Moderate,Morning,Close,High,No
Sunny,High,Weak,Low,Moderate,Evening,Far,Normal,Yes
Sunny,High,Weak,Medium,Moderate,Morning,Medium,Normal,Yes
Sunny,High,Strong,Medium,Moderate,Afternoon,Medium,High,Yes
Rainy,High,Weak,Medium,High,Morning,Close,High,No
Cloudy,Low,Strong,Low,Moderate,Morning,Far,High,No
Sunny,High,Strong,Medium,Moderate,Afternoon,Close,Normal,Yes
Cloudy,Medium,Strong,Medium,Moderate,Evening,Close,High,No
Sunny,Medium,Weak,Medium,Moderate,Morning,Medium,High,Yes
Sunny,High,Strong,Medium,Moderate,Morning,Medium,Normal,Yes
Cloudy,Low,Strong,Medium,Low,Morning,Medium,High,No
Cloudy,Low,Strong,High,Moderate,Morning,Close,Normal,Yes
Rainy,Low,Strong,Medium,Moderate,Afternoon,Medium,High,No
Cloudy,Medium,Strong,High,Low,Morning,Far,High,No
Rainy,Medium,Strong,Medium,Moderate,Evening,Far,High,No
Sunny,Medium,Strong,Medium,High,Morning,Medium,High,No
Sunny,High,Strong,Low,Moderate,Morning,Medium,Normal,No
Rainy,Low,Strong,Medium,Moderate,Afternoon,Close,High,No
Rainy,Low,Weak,Low,Moderate,Afternoon,Medium,Normal,No
Sunny,Medium,Weak,Medium,Low,Afternoon,Far,Normal,Yes
Sunny,High,Weak,Low,Moderate,Morning,Medium,High,No
Sunny,Medium,Strong,Medium,Low,Evening,Close,High,No
Sunny,Low,Strong,Medium,Moderate,Evening,Close,Normal,Yes
Sunny,High,Strong,Medium,High,Afternoon,Medium,High,Yes
Rainy,High,Weak,Medium,High,Morning,Far,High,Yes
Sunny,Medium,Strong,Medium,Moderate,Afternoon,Far,Normal,No
Rainy,Medium,Strong,High,Low,Afternoon,Medium,High,No
Cloudy,Low,Strong,High,Moderate,Evening,Medium,Normal,Yes
Sunny,Medium,Strong,High,Moderate,Afternoon,Far,Normal,Yes
Rainy,Low,Strong,Low,Low,Afternoon,Close,High,No
Cloudy,Medium,Weak,Medium,Moderate,Morning,Medium,High,Yes
Sunny,High,Weak,Low,Moderate,Evening,Close,Normal,Yes
Cloudy,Low,Strong,Low,Moderate,Afternoon,Medium,High,No
Cloudy,Low,Strong,Medium,Moderate,Morning,Far,High,Yes
Cloudy,Low,Strong,Medium,Moderate,Evening,Medium,High,Yes
Cloudy,Low,Weak,Medium,Low,Morning,Far,Normal,No
Sunny,High,Strong,Medium,Moderate,Evening,Medium,Normal,Yes
Rainy,Low,Strong,Medium,Moderate,Afternoon,Close,High,No
Rainy,Low,Strong,Medium,Moderate,Afternoon,Medium,High,No
Cloudy,Medium,Weak,Low,Moderate,Afternoon,Far,High,Yes
Cloudy,High,Strong,Medium,Low,Evening,Far,Normal,Yes
Cloudy,High,Weak,Low,Moderate,Afternoon,Close,Normal,No
Sunny,High,Strong,High,High,Evening,Far,Normal,Yes
Cloudy,Low,Strong,Medium,High,Morning,Far,High,Yes
Cloudy,Medium,Weak,High,Moderate,Morning,Medium,Normal,Yes
Sunny,High,Weak,High,Moderate,Morning,Medium,Normal,Yes
Sunny,Low,Weak,Medium,Moderate,Afternoon,Close,Normal,Yes
Sunny,High,Strong,Medium,Low,Afternoon,Far,High,Yes
Sunny,High,Weak,Medium,Moderate,Afternoon,Medium,High,No
Sunny,High,Strong,Low,Moderate,Morning,Medium,Normal,Yes
Rainy,Low,Weak,Low,Moderate,Evening,Close,High,Yes
Rainy,Medium,Weak,High,Moderate,Afternoon,Close,High,No
Cloudy,Medium,Strong,Medium,Low,Afternoon,Far,High,Yes
Cloudy,High,Weak,Medium,Low,Morning,Medium,Normal,Yes
Rainy,Low,Strong,Medium,Low,Morning,Close,High,No
Sunny,High,Weak,Medium,Moderate,Morning,Medium,High,Yes
Sunny,Medium,Weak,Medium,Moderate,Morning,Far,Normal,Yes
Sunny,High,Strong,Medium,Moderate,Afternoon,Far,Normal,Yes
Cloudy,Low,Weak,High,High,Morning,Medium,Normal,No
Cloudy,Medium,Strong,Medium,Moderate,Evening,Far,High,No
Sunny,Medium,Strong,Medium,High,Morning,Medium,High,Yes
Rainy,Low,Weak,Low,Low,Afternoon,Medium,High,Yes
Rainy,Medium,Weak,High,High,Afternoon,Close,High,No
Cloudy,Medium,Weak,Medium,Moderate,Afternoon,Close,High,Yes
Cloudy,High,Weak,Medium,High,Evening,Medium,High,No
Cloudy,Medium,Weak,Medium,High,Morning,Medium,High,Yes
Cloudy,High,Weak,Medium,High,Afternoon,Close,High,Yes
Cloudy,Medium,Weak,Medium,High,Morning,Close,High,No
Rainy,Medium,Weak,Medium,Moderate,Morning,Medium,High,No
Cloudy,Medium,Weak,Medium,High,Evening,Close,High,No
Sunny,High,Strong,Medium,High,Afternoon,Far,Normal,No
Rainy,Low,Weak,High,Low,Morning,Close,High,No
Sunny,High,Strong,Medium,Low,Afternoon,Close,High,Yes
Sunny,High,Weak,Medium,Moderate,Evening,Far,Normal,Yes
Sunny,High,Weak,Medium,Moderate,Afternoon,Close,Normal,Yes
Cloudy,Low,Weak,Low,High,Morning,Medium,High,Yes
Sunny,Medium,Strong,Medium,Moderate,Morning,Far,Normal,Yes
Rainy,Low,Strong,Medium,Moderate,Afternoon,Close,High,No
Cloudy,High,Strong,Low,Moderate,Afternoon,Close,High,Yes
Sunny,High,Strong,Medium,Moderate,Morning,Far,Normal,Yes
Rainy,Low,Weak,Medium,High,Morning,Close,High,No
Cloudy,Medium,Weak,High,Moderate,Evening,Far,High,No
1 Weather Temperature Wind Speed Pollen Availability Bee Population Time of Day Flower Distance Humidity Fly_out_for_honey
2 Cloudy Medium Strong Low High Morning Close Normal No
3 Cloudy Low Strong High Moderate Morning Close High Yes
4 Sunny High Strong Medium Moderate Morning Close Normal Yes
5 Sunny Medium Weak Medium High Morning Close Normal Yes
6 Rainy Low Weak Medium High Evening Close High No
7 Cloudy Medium Weak Low Moderate Afternoon Medium Normal Yes
8 Cloudy Medium Weak Low Low Morning Close High No
9 Cloudy Medium Weak Medium Low Evening Far High No
10 Rainy Low Strong High Moderate Evening Close High No
11 Cloudy Medium Strong Medium Moderate Afternoon Medium High No
12 Cloudy Low Strong Medium Moderate Afternoon Medium Normal No
13 Rainy Low Weak Medium High Afternoon Far High No
14 Sunny High Strong High Moderate Morning Far Normal No
15 Sunny Low Weak High Low Afternoon Far Normal No
16 Sunny High Weak Medium High Morning Far Normal No
17 Rainy High Strong Medium Low Morning Medium High Yes
18 Sunny High Strong Medium Low Morning Medium Normal Yes
19 Cloudy High Strong High Moderate Morning Medium Normal No
20 Rainy Medium Weak Low Moderate Morning Close High No
21 Sunny High Weak Low Moderate Evening Far Normal Yes
22 Sunny High Weak Medium Moderate Morning Medium Normal Yes
23 Sunny High Strong Medium Moderate Afternoon Medium High Yes
24 Rainy High Weak Medium High Morning Close High No
25 Cloudy Low Strong Low Moderate Morning Far High No
26 Sunny High Strong Medium Moderate Afternoon Close Normal Yes
27 Cloudy Medium Strong Medium Moderate Evening Close High No
28 Sunny Medium Weak Medium Moderate Morning Medium High Yes
29 Sunny High Strong Medium Moderate Morning Medium Normal Yes
30 Cloudy Low Strong Medium Low Morning Medium High No
31 Cloudy Low Strong High Moderate Morning Close Normal Yes
32 Rainy Low Strong Medium Moderate Afternoon Medium High No
33 Cloudy Medium Strong High Low Morning Far High No
34 Rainy Medium Strong Medium Moderate Evening Far High No
35 Sunny Medium Strong Medium High Morning Medium High No
36 Sunny High Strong Low Moderate Morning Medium Normal No
37 Rainy Low Strong Medium Moderate Afternoon Close High No
38 Rainy Low Weak Low Moderate Afternoon Medium Normal No
39 Sunny Medium Weak Medium Low Afternoon Far Normal Yes
40 Sunny High Weak Low Moderate Morning Medium High No
41 Sunny Medium Strong Medium Low Evening Close High No
42 Sunny Low Strong Medium Moderate Evening Close Normal Yes
43 Sunny High Strong Medium High Afternoon Medium High Yes
44 Rainy High Weak Medium High Morning Far High Yes
45 Sunny Medium Strong Medium Moderate Afternoon Far Normal No
46 Rainy Medium Strong High Low Afternoon Medium High No
47 Cloudy Low Strong High Moderate Evening Medium Normal Yes
48 Sunny Medium Strong High Moderate Afternoon Far Normal Yes
49 Rainy Low Strong Low Low Afternoon Close High No
50 Cloudy Medium Weak Medium Moderate Morning Medium High Yes
51 Sunny High Weak Low Moderate Evening Close Normal Yes
52 Cloudy Low Strong Low Moderate Afternoon Medium High No
53 Cloudy Low Strong Medium Moderate Morning Far High Yes
54 Cloudy Low Strong Medium Moderate Evening Medium High Yes
55 Cloudy Low Weak Medium Low Morning Far Normal No
56 Sunny High Strong Medium Moderate Evening Medium Normal Yes
57 Rainy Low Strong Medium Moderate Afternoon Close High No
58 Rainy Low Strong Medium Moderate Afternoon Medium High No
59 Cloudy Medium Weak Low Moderate Afternoon Far High Yes
60 Cloudy High Strong Medium Low Evening Far Normal Yes
61 Cloudy High Weak Low Moderate Afternoon Close Normal No
62 Sunny High Strong High High Evening Far Normal Yes
63 Cloudy Low Strong Medium High Morning Far High Yes
64 Cloudy Medium Weak High Moderate Morning Medium Normal Yes
65 Sunny High Weak High Moderate Morning Medium Normal Yes
66 Sunny Low Weak Medium Moderate Afternoon Close Normal Yes
67 Sunny High Strong Medium Low Afternoon Far High Yes
68 Sunny High Weak Medium Moderate Afternoon Medium High No
69 Sunny High Strong Low Moderate Morning Medium Normal Yes
70 Rainy Low Weak Low Moderate Evening Close High Yes
71 Rainy Medium Weak High Moderate Afternoon Close High No
72 Cloudy Medium Strong Medium Low Afternoon Far High Yes
73 Cloudy High Weak Medium Low Morning Medium Normal Yes
74 Rainy Low Strong Medium Low Morning Close High No
75 Sunny High Weak Medium Moderate Morning Medium High Yes
76 Sunny Medium Weak Medium Moderate Morning Far Normal Yes
77 Sunny High Strong Medium Moderate Afternoon Far Normal Yes
78 Cloudy Low Weak High High Morning Medium Normal No
79 Cloudy Medium Strong Medium Moderate Evening Far High No
80 Sunny Medium Strong Medium High Morning Medium High Yes
81 Rainy Low Weak Low Low Afternoon Medium High Yes
82 Rainy Medium Weak High High Afternoon Close High No
83 Cloudy Medium Weak Medium Moderate Afternoon Close High Yes
84 Cloudy High Weak Medium High Evening Medium High No
85 Cloudy Medium Weak Medium High Morning Medium High Yes
86 Cloudy High Weak Medium High Afternoon Close High Yes
87 Cloudy Medium Weak Medium High Morning Close High No
88 Rainy Medium Weak Medium Moderate Morning Medium High No
89 Cloudy Medium Weak Medium High Evening Close High No
90 Sunny High Strong Medium High Afternoon Far Normal No
91 Rainy Low Weak High Low Morning Close High No
92 Sunny High Strong Medium Low Afternoon Close High Yes
93 Sunny High Weak Medium Moderate Evening Far Normal Yes
94 Sunny High Weak Medium Moderate Afternoon Close Normal Yes
95 Cloudy Low Weak Low High Morning Medium High Yes
96 Sunny Medium Strong Medium Moderate Morning Far Normal Yes
97 Rainy Low Strong Medium Moderate Afternoon Close High No
98 Cloudy High Strong Low Moderate Afternoon Close High Yes
99 Sunny High Strong Medium Moderate Morning Far Normal Yes
100 Rainy Low Weak Medium High Morning Close High No
101 Cloudy Medium Weak High Moderate Evening Far High No

501
src/datasets/treedataset.csv Normal file
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Weather,Temperature,Wind Speed,Pollen Availability,Bee Population,Time of Day,Flower Distance,Humidity,Fly_out_for_honey
Cloudy,High,Strong,Medium,Moderate,Evening,Close,High,Yes
Rainy,Low,Strong,Medium,Moderate,Afternoon,Medium,High,No
Cloudy,Medium,Strong,Medium,Moderate,Evening,Medium,Normal,Yes
Sunny,Low,Strong,Medium,Moderate,Morning,Close,Normal,Yes
Sunny,High,Strong,Medium,Low,Evening,Far,Normal,No
Sunny,High,Weak,Medium,Moderate,Afternoon,Far,Normal,Yes
Rainy,Medium,Strong,Low,Low,Evening,Close,High,No
Cloudy,Medium,Strong,Medium,Moderate,Evening,Close,Normal,No
Sunny,High,Strong,Medium,High,Afternoon,Far,High,No
Sunny,Medium,Strong,Medium,High,Evening,Close,High,No
Rainy,Low,Weak,Medium,Moderate,Morning,Close,High,No
Sunny,Medium,Weak,Medium,Moderate,Evening,Medium,High,Yes
Cloudy,Low,Weak,Medium,Moderate,Afternoon,Medium,High,No
Sunny,Medium,Weak,Low,High,Morning,Close,High,Yes
Cloudy,Low,Weak,High,Moderate,Evening,Medium,Normal,No
Cloudy,Low,Strong,Medium,High,Evening,Medium,High,No
Sunny,High,Weak,High,Moderate,Afternoon,Far,High,Yes
Cloudy,Medium,Strong,Medium,Moderate,Evening,Far,Normal,Yes
Cloudy,High,Strong,High,High,Afternoon,Far,High,Yes
Sunny,High,Weak,Low,Moderate,Morning,Close,Normal,Yes
Rainy,Low,Strong,Medium,Moderate,Evening,Medium,High,Yes
Rainy,Low,Weak,Medium,Moderate,Morning,Far,Normal,No
Sunny,Medium,Weak,Low,Moderate,Afternoon,Close,Normal,Yes
Rainy,Low,Strong,Medium,Low,Evening,Close,Normal,No
Sunny,Low,Strong,Medium,Moderate,Evening,Close,Normal,No
Sunny,High,Strong,Medium,High,Afternoon,Close,Normal,No
Rainy,Medium,Weak,Medium,Low,Evening,Close,High,Yes
Sunny,Medium,Weak,Medium,High,Evening,Close,High,Yes
Sunny,High,Strong,Medium,Moderate,Afternoon,Medium,Normal,No
Sunny,High,Weak,Medium,Moderate,Morning,Close,High,Yes
Cloudy,Low,Strong,Low,Moderate,Morning,Medium,High,Yes
Sunny,Low,Strong,Medium,Moderate,Evening,Close,Normal,Yes
Cloudy,Medium,Strong,Medium,Moderate,Evening,Far,High,Yes
Sunny,High,Strong,Medium,Moderate,Afternoon,Close,Normal,No
Sunny,Medium,Strong,High,Moderate,Morning,Far,High,No
Sunny,Medium,Weak,Medium,Moderate,Afternoon,Far,Normal,Yes
Cloudy,Low,Weak,Medium,Low,Afternoon,Close,High,Yes
Cloudy,Low,Weak,Medium,High,Afternoon,Far,High,No
Sunny,High,Weak,High,Moderate,Afternoon,Medium,Normal,Yes
Sunny,High,Weak,Medium,Moderate,Afternoon,Medium,Normal,Yes
Sunny,Medium,Weak,Medium,Moderate,Afternoon,Close,Normal,Yes
Rainy,Medium,Strong,Medium,Moderate,Evening,Close,High,No
Cloudy,Medium,Weak,Medium,Low,Afternoon,Medium,High,Yes
Sunny,High,Strong,Medium,Low,Evening,Far,Normal,Yes
Cloudy,Medium,Strong,High,Moderate,Afternoon,Close,High,No
Cloudy,High,Weak,High,Moderate,Morning,Medium,High,Yes
Sunny,High,Weak,Medium,Low,Evening,Medium,High,Yes
Sunny,High,Strong,Low,High,Morning,Close,Normal,Yes
Rainy,Medium,Strong,Medium,High,Evening,Close,High,No
Cloudy,Low,Weak,Medium,Moderate,Evening,Medium,High,Yes
Cloudy,High,Strong,Medium,Moderate,Afternoon,Far,High,No
Sunny,Medium,Weak,Low,Moderate,Evening,Close,Normal,No
Sunny,Medium,Strong,Medium,High,Afternoon,Far,Normal,Yes
Rainy,Low,Weak,Medium,Moderate,Evening,Close,Normal,No
Sunny,High,Weak,Medium,High,Afternoon,Close,Normal,Yes
Sunny,Medium,Weak,Medium,Moderate,Evening,Close,Normal,No
Sunny,High,Weak,Low,Moderate,Evening,Far,Normal,No
Cloudy,Low,Strong,Medium,Moderate,Morning,Close,High,Yes
Cloudy,Medium,Strong,Medium,Low,Afternoon,Close,Normal,Yes
Sunny,High,Weak,Low,Low,Afternoon,Far,Normal,Yes
Sunny,High,Strong,Medium,Low,Afternoon,Close,High,Yes
Sunny,High,Strong,Medium,Low,Evening,Far,Normal,Yes
Sunny,High,Weak,High,Moderate,Afternoon,Close,High,No
Cloudy,Medium,Strong,Medium,Moderate,Evening,Medium,Normal,Yes
Sunny,High,Weak,High,Low,Afternoon,Close,Normal,Yes
Cloudy,Medium,Weak,Medium,Low,Afternoon,Medium,High,No
Sunny,High,Weak,High,Moderate,Evening,Medium,Normal,Yes
Sunny,High,Weak,Medium,High,Evening,Medium,Normal,Yes
Cloudy,Low,Weak,Low,Moderate,Evening,Far,High,Yes
Sunny,High,Weak,Medium,Moderate,Morning,Close,Normal,Yes
Cloudy,Medium,Strong,Medium,Moderate,Morning,Far,High,No
Sunny,High,Weak,Medium,Moderate,Evening,Far,Normal,Yes
Sunny,Medium,Weak,Medium,Moderate,Evening,Far,High,Yes
Sunny,Low,Strong,Medium,Moderate,Morning,Medium,Normal,Yes
Rainy,Low,Weak,Medium,Low,Evening,Medium,Normal,No
Sunny,Medium,Weak,Medium,Low,Morning,Medium,Normal,Yes
Sunny,High,Weak,Medium,Moderate,Morning,Far,High,Yes
Cloudy,Medium,Strong,Medium,Moderate,Morning,Close,Normal,Yes
Sunny,Medium,Strong,Low,Moderate,Afternoon,Close,High,Yes
Sunny,High,Strong,High,High,Evening,Far,Normal,Yes
Rainy,Medium,Strong,High,Moderate,Afternoon,Close,High,No
Sunny,Low,Strong,Medium,Moderate,Morning,Close,Normal,No
Sunny,Medium,Weak,Medium,Moderate,Evening,Far,Normal,Yes
Rainy,Medium,Strong,Medium,High,Afternoon,Medium,Normal,No
Cloudy,Low,Strong,Low,Moderate,Afternoon,Medium,High,Yes
Sunny,Medium,Strong,Low,Low,Morning,Far,Normal,Yes
Sunny,Low,Weak,Medium,Moderate,Morning,Close,Normal,Yes
Sunny,Low,Weak,Medium,Moderate,Morning,Close,Normal,Yes
Cloudy,Medium,Weak,High,Low,Afternoon,Medium,Normal,No
Sunny,Medium,Weak,High,Moderate,Morning,Close,Normal,No
Sunny,High,Strong,Medium,Low,Morning,Medium,Normal,Yes
Sunny,High,Strong,High,Moderate,Evening,Far,Normal,Yes
Rainy,Medium,Strong,Low,Low,Afternoon,Close,High,No
Cloudy,High,Weak,Medium,Moderate,Morning,Close,High,No
Cloudy,Medium,Strong,Medium,Low,Afternoon,Close,High,No
Sunny,Low,Strong,High,Low,Morning,Close,Normal,Yes
Sunny,Medium,Weak,Medium,Moderate,Morning,Close,Normal,Yes
Sunny,High,Strong,Medium,Moderate,Afternoon,Far,High,Yes
Rainy,Medium,Strong,Medium,High,Morning,Close,High,No
Sunny,High,Weak,Medium,Moderate,Afternoon,Far,Normal,Yes
Sunny,High,Weak,Low,Low,Morning,Medium,Normal,No
Cloudy,Medium,Weak,Medium,Moderate,Evening,Medium,High,No
Cloudy,Medium,Weak,Medium,High,Morning,Close,Normal,Yes
Sunny,High,Weak,Medium,Moderate,Afternoon,Medium,High,Yes
Sunny,Low,Strong,Medium,Moderate,Afternoon,Close,Normal,Yes
Sunny,Low,Weak,High,Moderate,Morning,Close,Normal,Yes
Cloudy,Low,Weak,Low,Low,Morning,Medium,High,Yes
Cloudy,High,Strong,High,High,Evening,Medium,High,No
Sunny,High,Weak,Medium,Moderate,Morning,Far,Normal,Yes
Rainy,Low,Strong,Low,Low,Morning,Close,Normal,Yes
Sunny,Medium,Weak,Medium,High,Morning,Close,High,No
Cloudy,Medium,Weak,Low,Low,Afternoon,Medium,High,Yes
Sunny,High,Strong,Medium,Moderate,Evening,Far,High,Yes
Sunny,Low,Strong,Medium,Low,Evening,Close,Normal,Yes
Rainy,Low,Weak,High,Low,Evening,Close,High,Yes
Sunny,Low,Strong,High,High,Morning,Far,Normal,No
Sunny,High,Weak,Medium,High,Evening,Close,Normal,Yes
Sunny,High,Weak,Medium,Low,Morning,Close,Normal,Yes
Sunny,Medium,Weak,High,Moderate,Evening,Far,Normal,No
Sunny,High,Strong,Medium,Low,Morning,Medium,High,Yes
Rainy,Medium,Weak,Medium,Low,Evening,Far,High,No
Sunny,High,Strong,High,High,Afternoon,Medium,High,Yes
Cloudy,High,Weak,Medium,Moderate,Evening,Close,High,Yes
Sunny,High,Weak,Medium,Low,Afternoon,Close,Normal,Yes
Rainy,Medium,Strong,High,High,Afternoon,Medium,High,Yes
Cloudy,High,Strong,Medium,Moderate,Morning,Far,High,No
Cloudy,Low,Strong,Low,High,Afternoon,Medium,Normal,No
Rainy,Low,Weak,Medium,High,Morning,Medium,High,No
Sunny,High,Weak,High,Low,Evening,Close,Normal,No
Cloudy,Low,Strong,High,Moderate,Evening,Close,Normal,Yes
Rainy,Medium,Strong,Medium,Moderate,Evening,Close,High,No
Rainy,High,Weak,Medium,Moderate,Afternoon,Far,High,No
Cloudy,Medium,Weak,Medium,Moderate,Afternoon,Far,High,No
Cloudy,Medium,Weak,Medium,Moderate,Afternoon,Far,High,No
Cloudy,Medium,Strong,High,Low,Evening,Close,Normal,Yes
Cloudy,Medium,Strong,High,Moderate,Morning,Close,Normal,No
Rainy,Low,Strong,Low,Moderate,Morning,Far,High,No
Cloudy,Medium,Weak,Medium,High,Evening,Far,Normal,No
Sunny,High,Strong,High,Low,Evening,Close,Normal,Yes
Sunny,Medium,Strong,High,Moderate,Afternoon,Far,Normal,Yes
Cloudy,Medium,Strong,Medium,Moderate,Morning,Far,High,Yes
Cloudy,Medium,Weak,Low,Low,Morning,Close,High,Yes
Sunny,High,Weak,Medium,High,Afternoon,Far,Normal,Yes
Rainy,Low,Weak,Medium,High,Morning,Far,High,No
Sunny,Medium,Strong,High,Moderate,Afternoon,Medium,Normal,Yes
Sunny,Medium,Strong,Medium,Moderate,Evening,Far,Normal,Yes
Cloudy,Medium,Strong,Low,High,Evening,Close,High,No
Cloudy,Low,Strong,Medium,Moderate,Evening,Far,High,Yes
Cloudy,High,Strong,Medium,Moderate,Evening,Close,High,Yes
Sunny,High,Weak,Medium,Low,Morning,Medium,Normal,Yes
Cloudy,Medium,Weak,Medium,Moderate,Afternoon,Far,High,No
Rainy,Low,Weak,Low,Moderate,Morning,Far,High,No
Sunny,High,Strong,Medium,High,Afternoon,Far,Normal,Yes
Sunny,High,Strong,Low,Moderate,Afternoon,Close,Normal,Yes
Rainy,Medium,Strong,High,High,Morning,Far,High,No
Sunny,High,Weak,Low,Moderate,Morning,Close,Normal,Yes
Rainy,Low,Weak,Low,Moderate,Evening,Medium,High,No
Sunny,High,Strong,Medium,High,Afternoon,Medium,Normal,Yes
Sunny,High,Strong,Low,Moderate,Evening,Far,Normal,No
Cloudy,High,Strong,Low,Moderate,Morning,Medium,High,No
Sunny,Medium,Weak,High,Moderate,Evening,Medium,Normal,Yes
Sunny,High,Weak,Low,High,Evening,Close,Normal,Yes
Rainy,Low,Strong,Medium,Low,Morning,Close,High,No
Rainy,Low,Strong,High,Low,Afternoon,Far,High,Yes
Rainy,High,Strong,High,Moderate,Afternoon,Far,Normal,No
Sunny,Medium,Weak,Medium,Moderate,Morning,Close,Normal,Yes
Sunny,Medium,Weak,Medium,Moderate,Evening,Close,High,Yes
Cloudy,Low,Strong,Medium,Moderate,Morning,Close,High,Yes
Sunny,Medium,Strong,Medium,Moderate,Evening,Medium,Normal,Yes
Sunny,High,Strong,Medium,Moderate,Morning,Far,Normal,No
Rainy,Low,Weak,Low,High,Afternoon,Far,High,No
Sunny,High,Weak,Medium,High,Afternoon,Far,Normal,Yes
Rainy,Low,Strong,Low,Moderate,Evening,Medium,High,No
Sunny,High,Weak,Low,High,Evening,Close,Normal,Yes
Rainy,Medium,Weak,Medium,Low,Evening,Far,Normal,No
Rainy,High,Strong,Low,Moderate,Afternoon,Close,High,Yes
Sunny,Medium,Strong,Medium,Moderate,Evening,Medium,Normal,Yes
Cloudy,Low,Weak,High,Moderate,Morning,Close,High,Yes
Sunny,Medium,Weak,Medium,High,Evening,Close,Normal,No
Cloudy,Medium,Weak,Medium,Low,Afternoon,Close,High,Yes
Rainy,High,Weak,Medium,Low,Morning,Close,High,No
Cloudy,Medium,Strong,Low,Moderate,Afternoon,Far,Normal,No
Rainy,Low,Strong,Medium,High,Morning,Far,High,No
Sunny,Medium,Weak,Medium,Moderate,Afternoon,Far,Normal,Yes
Sunny,High,Strong,Medium,Moderate,Evening,Close,Normal,Yes
Cloudy,Low,Weak,Medium,Moderate,Morning,Medium,High,No
Sunny,Medium,Strong,Medium,Moderate,Evening,Medium,Normal,No
Sunny,High,Strong,Medium,Moderate,Evening,Far,Normal,Yes
Cloudy,High,Weak,Medium,Low,Evening,Far,High,Yes
Cloudy,Medium,Weak,High,Low,Morning,Far,Normal,No
Cloudy,Medium,Weak,Medium,Low,Morning,Medium,Normal,No
Rainy,Low,Weak,Medium,Low,Evening,Close,High,No
Cloudy,Medium,Weak,Medium,Moderate,Evening,Far,High,No
Cloudy,Medium,Weak,High,Low,Afternoon,Far,High,Yes
Sunny,Medium,Strong,Medium,Low,Afternoon,Medium,Normal,No
Sunny,High,Weak,Medium,High,Afternoon,Far,Normal,Yes
Cloudy,Medium,Strong,Medium,Moderate,Afternoon,Far,High,No
Sunny,Medium,Strong,Medium,Moderate,Evening,Far,Normal,No
Sunny,Medium,Weak,Medium,Low,Evening,Close,High,Yes
Cloudy,Low,Weak,Medium,Moderate,Morning,Close,High,Yes
Sunny,High,Weak,Medium,Low,Afternoon,Close,High,Yes
Sunny,Low,Strong,Medium,Low,Afternoon,Medium,Normal,No
Sunny,Low,Weak,Medium,Moderate,Afternoon,Far,Normal,Yes
Sunny,High,Weak,Low,Moderate,Evening,Medium,Normal,Yes
Sunny,Medium,Strong,Medium,Moderate,Afternoon,Close,Normal,No
Sunny,High,Strong,Low,Low,Morning,Medium,Normal,Yes
Sunny,Low,Weak,High,Moderate,Evening,Medium,Normal,No
Rainy,Low,Weak,Medium,High,Afternoon,Medium,High,No
Rainy,Medium,Strong,Medium,Moderate,Morning,Medium,High,No
Sunny,Low,Weak,Medium,Low,Morning,Medium,High,Yes
Rainy,Low,Strong,Medium,Moderate,Afternoon,Medium,High,No
Cloudy,Medium,Weak,Medium,Moderate,Evening,Close,High,Yes
Sunny,High,Weak,Low,Low,Afternoon,Close,Normal,Yes
Cloudy,High,Strong,High,Moderate,Morning,Far,High,Yes
Cloudy,Medium,Weak,Medium,High,Morning,Close,High,Yes
Sunny,High,Weak,Low,Moderate,Afternoon,Far,High,Yes
Rainy,Low,Weak,Medium,Low,Afternoon,Far,Normal,No
Sunny,High,Strong,Medium,High,Morning,Close,Normal,Yes
Sunny,High,Strong,Medium,Moderate,Evening,Far,Normal,No
Rainy,Medium,Strong,High,Moderate,Afternoon,Medium,Normal,No
Cloudy,Medium,Weak,High,Moderate,Afternoon,Medium,High,Yes
Cloudy,High,Strong,Medium,Moderate,Morning,Far,High,No
Sunny,Medium,Strong,Medium,Low,Evening,Medium,High,Yes
Cloudy,Low,Strong,Medium,Moderate,Morning,Close,High,Yes
Sunny,High,Strong,Low,Moderate,Evening,Far,Normal,No
Cloudy,Medium,Weak,Low,Moderate,Afternoon,Medium,High,Yes
Sunny,Low,Weak,Medium,Moderate,Evening,Medium,Normal,Yes
Cloudy,Medium,Strong,Medium,High,Evening,Far,Normal,No
Cloudy,Low,Strong,Medium,Low,Evening,Far,High,No
Sunny,High,Weak,Medium,Low,Afternoon,Far,High,No
Cloudy,Low,Weak,Low,High,Afternoon,Medium,Normal,Yes
Cloudy,Medium,Strong,Medium,Moderate,Evening,Close,High,No
Rainy,Medium,Strong,Medium,Moderate,Afternoon,Far,Normal,No
Rainy,Low,Strong,Medium,Moderate,Evening,Medium,High,No
Sunny,Low,Weak,Medium,Moderate,Afternoon,Medium,Normal,Yes
Rainy,Low,Strong,Medium,High,Evening,Medium,High,No
Cloudy,Low,Strong,Medium,Moderate,Morning,Close,Normal,Yes
Rainy,Low,Weak,Medium,Low,Morning,Medium,High,No
Cloudy,High,Weak,Medium,Moderate,Evening,Medium,High,Yes
Rainy,Low,Strong,Medium,High,Evening,Medium,High,No
Sunny,Medium,Strong,Medium,Moderate,Evening,Far,Normal,No
Rainy,Medium,Strong,Medium,Low,Morning,Far,High,Yes
Sunny,High,Weak,High,Moderate,Evening,Medium,Normal,No
Sunny,Medium,Weak,Low,Moderate,Afternoon,Far,High,Yes
Cloudy,Low,Weak,Low,Moderate,Morning,Medium,Normal,Yes
Sunny,Medium,Strong,Medium,Low,Morning,Far,High,Yes
Sunny,Medium,Strong,Medium,High,Evening,Far,Normal,Yes
Sunny,Medium,Strong,High,High,Afternoon,Close,High,Yes
Rainy,High,Weak,Medium,High,Evening,Close,High,No
Sunny,Medium,Weak,High,High,Afternoon,Medium,Normal,Yes
Sunny,Low,Weak,Medium,Moderate,Afternoon,Medium,Normal,No
Sunny,High,Weak,Medium,High,Morning,Close,Normal,Yes
Sunny,High,Weak,High,Moderate,Morning,Far,Normal,Yes
Rainy,Medium,Strong,Low,Moderate,Evening,Medium,High,No
Rainy,High,Weak,Medium,Moderate,Afternoon,Close,Normal,No
Sunny,Low,Weak,Medium,Moderate,Evening,Close,Normal,No
Rainy,High,Weak,High,Low,Morning,Far,High,No
Rainy,Medium,Weak,Medium,High,Morning,Far,High,No
Rainy,Medium,Strong,Medium,Low,Afternoon,Far,High,No
Rainy,Low,Weak,Medium,Moderate,Morning,Close,High,No
Sunny,Low,Strong,Medium,Moderate,Morning,Close,High,No
Cloudy,Low,Weak,High,Moderate,Afternoon,Medium,High,No
Rainy,Medium,Strong,Medium,Low,Morning,Far,High,No
Cloudy,Medium,Weak,High,Moderate,Morning,Far,High,No
Rainy,High,Weak,High,Low,Morning,Far,High,Yes
Sunny,High,Strong,Medium,Moderate,Morning,Far,Normal,Yes
Rainy,Low,Weak,Medium,Moderate,Morning,Medium,High,No
Sunny,Medium,Strong,Medium,Moderate,Afternoon,Medium,Normal,Yes
Cloudy,Low,Weak,Medium,Moderate,Evening,Close,High,No
Cloudy,High,Weak,Low,High,Morning,Close,High,Yes
Sunny,Medium,Weak,Medium,Moderate,Evening,Medium,Normal,Yes
Sunny,Medium,Strong,Medium,Low,Morning,Close,Normal,Yes
Rainy,Medium,Weak,High,Moderate,Evening,Medium,High,No
Sunny,High,Weak,High,Moderate,Evening,Far,High,No
Cloudy,Medium,Weak,Low,Moderate,Evening,Far,Normal,Yes
Rainy,Low,Strong,Low,Low,Morning,Far,High,No
Sunny,Medium,Strong,Medium,Moderate,Evening,Medium,High,Yes
Rainy,High,Strong,Low,Moderate,Afternoon,Far,Normal,No
Rainy,Low,Weak,High,High,Morning,Close,High,No
Sunny,High,Weak,Medium,Moderate,Evening,Close,High,Yes
Cloudy,Low,Strong,Medium,Moderate,Evening,Medium,High,Yes
Rainy,Medium,Strong,Low,Low,Evening,Far,High,Yes
Sunny,Low,Strong,Medium,Moderate,Evening,Far,High,Yes
Sunny,High,Weak,Medium,Moderate,Afternoon,Far,Normal,Yes
Sunny,Medium,Weak,Medium,Moderate,Afternoon,Close,High,No
Sunny,Medium,Strong,Low,High,Evening,Close,Normal,Yes
Cloudy,Medium,Strong,High,Low,Morning,Medium,High,No
Rainy,Low,Weak,High,Low,Morning,Close,High,No
Sunny,Medium,Weak,Medium,Low,Evening,Close,High,Yes
Cloudy,Low,Weak,Low,Moderate,Afternoon,Far,Normal,Yes
Rainy,Low,Weak,Medium,Moderate,Morning,Far,Normal,No
Sunny,High,Weak,Medium,Low,Afternoon,Medium,High,No
Rainy,Low,Strong,Medium,Low,Morning,Far,High,No
Sunny,High,Strong,Medium,Moderate,Morning,Far,Normal,Yes
Cloudy,High,Weak,Medium,Moderate,Afternoon,Close,High,No
Sunny,Medium,Weak,Medium,Moderate,Afternoon,Far,Normal,No
Rainy,High,Strong,Low,Low,Evening,Close,High,No
Cloudy,Medium,Weak,Low,Low,Evening,Far,High,No
Sunny,High,Weak,Medium,Moderate,Evening,Close,Normal,Yes
Sunny,High,Strong,Medium,Moderate,Evening,Close,Normal,No
Rainy,High,Strong,High,Low,Morning,Close,High,No
Sunny,Medium,Strong,Medium,Moderate,Afternoon,Far,High,No
Cloudy,Medium,Weak,Low,Moderate,Morning,Close,High,Yes
Cloudy,High,Weak,Medium,Moderate,Evening,Medium,High,No
Cloudy,Low,Weak,Medium,Moderate,Afternoon,Far,High,No
Cloudy,Medium,Weak,Medium,Moderate,Afternoon,Close,High,Yes
Rainy,Low,Strong,High,Moderate,Afternoon,Medium,High,No
Sunny,Low,Strong,High,Moderate,Morning,Close,Normal,Yes
Sunny,Medium,Weak,Medium,Moderate,Afternoon,Far,Normal,Yes
Cloudy,High,Strong,Medium,High,Morning,Close,High,Yes
Sunny,High,Strong,Medium,Moderate,Afternoon,Medium,Normal,No
Cloudy,Medium,Strong,High,Low,Afternoon,Far,High,Yes
Rainy,Low,Strong,Medium,Moderate,Morning,Far,High,No
Cloudy,High,Weak,High,Moderate,Afternoon,Far,Normal,No
Sunny,High,Weak,Medium,High,Evening,Medium,Normal,Yes
Sunny,Medium,Strong,Low,High,Evening,Medium,Normal,Yes
Sunny,Low,Strong,Medium,Moderate,Evening,Close,High,Yes
Sunny,Medium,Strong,Medium,Moderate,Evening,Close,Normal,Yes
Sunny,High,Strong,Medium,Moderate,Afternoon,Close,Normal,Yes
Sunny,Medium,Weak,Medium,Moderate,Morning,Close,Normal,Yes
Cloudy,Medium,Weak,Medium,Moderate,Morning,Medium,Normal,Yes
Sunny,High,Strong,Medium,Moderate,Evening,Medium,Normal,Yes
Cloudy,Medium,Weak,Medium,Moderate,Evening,Close,Normal,No
Sunny,Medium,Strong,High,Low,Afternoon,Medium,Normal,Yes
Cloudy,Medium,Weak,Low,Low,Morning,Far,Normal,Yes
Rainy,Medium,Weak,Medium,Moderate,Afternoon,Far,High,No
Rainy,Low,Strong,Medium,Moderate,Evening,Close,High,No
Sunny,Medium,Strong,Medium,Low,Afternoon,Far,Normal,No
Cloudy,Medium,Weak,High,Moderate,Afternoon,Far,High,Yes
Sunny,High,Strong,Medium,Moderate,Morning,Medium,Normal,Yes
Sunny,High,Weak,Medium,Moderate,Evening,Far,High,Yes
Cloudy,Low,Weak,Medium,Moderate,Afternoon,Medium,High,No
Sunny,High,Strong,Medium,Moderate,Morning,Far,Normal,No
Sunny,High,Strong,High,Moderate,Evening,Medium,Normal,Yes
Rainy,Low,Weak,Medium,Moderate,Evening,Close,High,No
Sunny,Low,Weak,Low,High,Afternoon,Medium,Normal,No
Sunny,High,Strong,High,High,Morning,Medium,Normal,Yes
Sunny,Medium,Weak,Low,Low,Morning,Far,Normal,Yes
Sunny,Medium,Strong,High,Moderate,Afternoon,Close,Normal,No
Cloudy,Low,Weak,Medium,High,Evening,Medium,High,Yes
Sunny,Medium,Strong,Medium,Moderate,Afternoon,Close,Normal,Yes
Rainy,Low,Weak,Medium,Moderate,Afternoon,Close,High,No
Sunny,Medium,Weak,High,Moderate,Afternoon,Close,Normal,No
Rainy,Low,Weak,Low,High,Afternoon,Close,High,No
Cloudy,Low,Weak,High,Moderate,Afternoon,Medium,High,Yes
Sunny,High,Weak,Low,Moderate,Afternoon,Close,Normal,Yes
Cloudy,Low,Weak,Low,High,Afternoon,Far,Normal,No
Sunny,Low,Weak,Medium,Moderate,Evening,Medium,High,Yes
Sunny,High,Weak,Medium,Moderate,Afternoon,Far,Normal,Yes
Sunny,High,Strong,Medium,Moderate,Afternoon,Medium,Normal,Yes
Sunny,Low,Weak,High,High,Morning,Far,High,No
Sunny,Low,Weak,Medium,Moderate,Afternoon,Far,Normal,Yes
Rainy,Low,Strong,Medium,Moderate,Evening,Close,High,No
Sunny,Medium,Strong,Medium,Moderate,Evening,Medium,Normal,No
Sunny,High,Strong,Medium,Low,Morning,Far,Normal,Yes
Sunny,High,Weak,High,High,Morning,Medium,Normal,Yes
Sunny,High,Strong,High,Moderate,Afternoon,Close,High,Yes
Sunny,Low,Strong,Low,Low,Morning,Medium,Normal,No
Cloudy,Medium,Weak,Medium,Low,Afternoon,Far,High,Yes
Sunny,Medium,Strong,High,Moderate,Morning,Medium,Normal,No
Rainy,Medium,Weak,Medium,High,Afternoon,Far,Normal,No
Sunny,Medium,Weak,Medium,High,Evening,Far,Normal,No
Cloudy,Medium,Strong,Medium,Low,Morning,Medium,Normal,Yes
Rainy,Low,Strong,High,Moderate,Morning,Far,High,No
Sunny,Medium,Weak,Medium,Moderate,Afternoon,Close,Normal,Yes
Rainy,High,Weak,Medium,Low,Evening,Close,High,No
Cloudy,High,Weak,High,Moderate,Afternoon,Medium,High,Yes
Cloudy,Medium,Strong,Low,Moderate,Evening,Far,High,Yes
Sunny,Medium,Weak,Medium,Low,Afternoon,Far,Normal,Yes
Sunny,High,Weak,Low,High,Afternoon,Close,Normal,Yes
Sunny,Medium,Strong,Medium,High,Afternoon,Medium,Normal,Yes
Rainy,High,Weak,Medium,Moderate,Evening,Medium,Normal,No
Cloudy,Low,Strong,Medium,High,Afternoon,Close,High,Yes
Rainy,Low,Strong,Medium,High,Afternoon,Far,High,No
Sunny,Medium,Strong,Medium,High,Morning,Medium,Normal,No
Sunny,Low,Strong,Medium,Moderate,Morning,Far,Normal,No
Rainy,Low,Weak,Medium,Moderate,Afternoon,Far,High,No
Rainy,Low,Weak,Medium,Moderate,Morning,Close,High,Yes
Rainy,High,Strong,Medium,High,Evening,Far,High,No
Rainy,Low,Weak,Medium,Low,Afternoon,Medium,High,No
Rainy,Low,Strong,Medium,Moderate,Afternoon,Close,Normal,No
Sunny,High,Weak,Medium,Moderate,Afternoon,Medium,High,No
Rainy,Low,Weak,Low,Moderate,Morning,Medium,Normal,No
Rainy,Medium,Weak,High,Moderate,Morning,Far,High,No
Sunny,Low,Strong,Low,Moderate,Morning,Far,Normal,Yes
Sunny,Low,Strong,Medium,Moderate,Afternoon,Far,High,Yes
Rainy,High,Weak,Medium,Moderate,Afternoon,Far,High,No
Sunny,Low,Weak,Low,Moderate,Morning,Close,Normal,Yes
Sunny,High,Strong,Medium,Moderate,Evening,Close,High,Yes
Sunny,Medium,Weak,Medium,Moderate,Evening,Medium,Normal,No
Sunny,Low,Weak,Low,Low,Evening,Medium,Normal,Yes
Sunny,High,Strong,Medium,High,Evening,Close,Normal,No
Sunny,High,Strong,High,Moderate,Afternoon,Close,Normal,Yes
Rainy,Low,Strong,Medium,Moderate,Morning,Far,High,No
Cloudy,Medium,Strong,Medium,Moderate,Evening,Far,Normal,Yes
Sunny,High,Strong,Medium,Moderate,Afternoon,Far,Normal,Yes
Sunny,Medium,Strong,Medium,Moderate,Morning,Close,High,Yes
Sunny,Medium,Strong,Medium,High,Evening,Medium,Normal,Yes
Sunny,High,Strong,High,Low,Afternoon,Far,High,Yes
Sunny,High,Weak,Medium,Low,Morning,Far,Normal,No
Sunny,Low,Weak,Low,Moderate,Afternoon,Medium,Normal,Yes
Rainy,Low,Strong,High,Moderate,Afternoon,Far,High,No
Sunny,Medium,Strong,Medium,Moderate,Afternoon,Close,Normal,Yes
Cloudy,Medium,Strong,High,Low,Evening,Close,High,Yes
Cloudy,High,Strong,High,Moderate,Evening,Medium,Normal,Yes
Sunny,Medium,Weak,Medium,Low,Afternoon,Medium,Normal,Yes
Sunny,Medium,Strong,Medium,Moderate,Evening,Far,Normal,Yes
Rainy,Medium,Weak,High,High,Evening,Medium,High,Yes
Sunny,Medium,Weak,Medium,Moderate,Evening,Close,Normal,No
Sunny,Medium,Weak,Medium,Moderate,Morning,Medium,High,Yes
Sunny,High,Weak,Medium,High,Evening,Far,High,Yes
Cloudy,Low,Weak,Medium,Moderate,Evening,Medium,High,Yes
Cloudy,Medium,Strong,High,Moderate,Evening,Far,High,Yes
Sunny,Medium,Strong,High,Moderate,Morning,Far,Normal,No
Cloudy,Medium,Weak,Medium,High,Morning,Far,Normal,No
Sunny,Low,Strong,Medium,Moderate,Evening,Medium,Normal,Yes
Sunny,Medium,Strong,High,Moderate,Afternoon,Medium,High,Yes
Sunny,Medium,Strong,Medium,Moderate,Afternoon,Close,Normal,Yes
Sunny,High,Strong,High,Moderate,Morning,Far,Normal,Yes
Sunny,Medium,Weak,Medium,Moderate,Morning,Close,Normal,Yes
Sunny,High,Weak,High,Moderate,Evening,Far,Normal,No
Sunny,High,Weak,Medium,Moderate,Afternoon,Medium,Normal,Yes
Cloudy,Low,Weak,Medium,High,Evening,Far,High,No
Sunny,Low,Strong,Medium,Moderate,Morning,Medium,Normal,No
Sunny,Low,Weak,Medium,Moderate,Morning,Medium,High,No
Rainy,Medium,Weak,Medium,Low,Evening,Medium,High,No
Rainy,Medium,Strong,High,Low,Morning,Medium,High,No
Rainy,Low,Weak,Medium,Moderate,Morning,Close,High,No
Sunny,Medium,Weak,Medium,Moderate,Morning,Far,High,Yes
Sunny,Medium,Weak,Medium,Moderate,Morning,Far,Normal,Yes
Cloudy,Medium,Strong,Medium,Moderate,Afternoon,Far,Normal,Yes
Rainy,Low,Weak,Medium,Moderate,Afternoon,Far,High,No
Sunny,High,Weak,Medium,High,Afternoon,Close,Normal,Yes
Sunny,High,Weak,Medium,High,Evening,Far,Normal,Yes
Rainy,Low,Strong,Low,Low,Afternoon,Close,High,No
Sunny,High,Strong,High,High,Morning,Close,Normal,Yes
Sunny,Medium,Weak,Low,Moderate,Evening,Close,Normal,No
Rainy,High,Strong,Low,Moderate,Afternoon,Close,High,No
Cloudy,Low,Weak,Medium,Moderate,Morning,Far,High,No
Sunny,Medium,Strong,Medium,Moderate,Morning,Far,Normal,Yes
Sunny,High,Weak,High,Low,Morning,Close,High,Yes
Cloudy,Low,Strong,Low,Moderate,Morning,Close,High,Yes
Sunny,Medium,Strong,Medium,High,Morning,Close,Normal,Yes
Rainy,Low,Strong,Medium,Moderate,Morning,Far,High,No
Cloudy,High,Strong,Medium,Moderate,Afternoon,Medium,Normal,Yes
Sunny,Low,Weak,Medium,Moderate,Evening,Medium,Normal,No
Sunny,Low,Weak,Medium,Moderate,Afternoon,Medium,High,Yes
Rainy,Medium,Strong,Medium,Low,Afternoon,Medium,High,Yes
Cloudy,Medium,Weak,Medium,Low,Afternoon,Medium,Normal,No
Cloudy,Medium,Strong,Medium,Low,Afternoon,Far,High,No
Rainy,Low,Strong,Medium,Moderate,Evening,Close,High,No
Sunny,Medium,Weak,Medium,Low,Afternoon,Far,Normal,Yes
Cloudy,High,Strong,Medium,Moderate,Evening,Far,High,No
Cloudy,Low,Strong,High,High,Evening,Far,Normal,Yes
Rainy,Low,Weak,High,Low,Morning,Medium,High,No
Sunny,Medium,Weak,Medium,Moderate,Evening,Far,Normal,Yes
Sunny,Medium,Weak,Medium,Low,Morning,Medium,High,Yes
Sunny,Medium,Strong,Medium,Moderate,Morning,Close,Normal,No
Sunny,High,Weak,Low,Low,Evening,Medium,Normal,No
Sunny,High,Weak,Medium,High,Morning,Close,Normal,No
Sunny,Medium,Weak,Medium,Moderate,Morning,Close,High,Yes
Cloudy,High,Strong,Medium,Low,Afternoon,Far,High,Yes
Cloudy,Low,Weak,Medium,Moderate,Afternoon,Far,Normal,Yes
Sunny,High,Strong,Medium,Moderate,Afternoon,Close,Normal,Yes
Sunny,High,Weak,Low,High,Afternoon,Far,Normal,Yes
Rainy,Low,Weak,High,Moderate,Evening,Close,High,Yes
Sunny,Medium,Strong,Medium,High,Afternoon,Far,Normal,No
Cloudy,Medium,Weak,Medium,Low,Evening,Far,High,No
Cloudy,High,Strong,Low,Low,Evening,Medium,High,Yes
Sunny,Low,Weak,Medium,Moderate,Evening,Far,Normal,Yes
Sunny,High,Strong,Medium,Moderate,Evening,Close,Normal,No
Sunny,High,Strong,Medium,Moderate,Evening,Medium,Normal,Yes
Rainy,Low,Weak,Low,Low,Morning,Medium,High,No
Cloudy,Low,Weak,Medium,Moderate,Evening,Far,High,No
Rainy,Low,Strong,Medium,Moderate,Morning,Far,High,No
Rainy,Low,Strong,Medium,Moderate,Morning,Close,High,No
Sunny,High,Strong,Medium,Moderate,Morning,Far,High,Yes
Rainy,Low,Weak,Medium,Low,Afternoon,Medium,High,No
Sunny,High,Strong,High,Moderate,Morning,Far,High,No
Sunny,High,Weak,Medium,Moderate,Morning,Close,Normal,Yes
Cloudy,Medium,Strong,High,Low,Evening,Close,High,No
Cloudy,Low,Weak,Medium,Moderate,Afternoon,Medium,Normal,Yes
Sunny,Low,Strong,Medium,Moderate,Morning,Close,Normal,Yes
Cloudy,Medium,Weak,High,Low,Afternoon,Medium,High,No
Cloudy,Low,Weak,Medium,Moderate,Evening,Close,High,No
Sunny,Medium,Weak,Medium,High,Afternoon,Close,Normal,Yes
Rainy,Low,Strong,Medium,Moderate,Afternoon,Far,High,No
Sunny,High,Weak,Low,Moderate,Morning,Close,Normal,Yes
Sunny,High,Strong,High,Moderate,Afternoon,Medium,High,Yes
Sunny,High,Strong,Medium,Moderate,Afternoon,Close,Normal,Yes
Rainy,Low,Weak,Low,Moderate,Morning,Medium,High,No
Cloudy,Low,Strong,Low,Moderate,Morning,Far,High,Yes
Cloudy,Low,Weak,Low,High,Afternoon,Far,High,No
Cloudy,Low,Strong,Medium,Moderate,Afternoon,Medium,High,No
Cloudy,Medium,Weak,Medium,High,Afternoon,Close,High,Yes
Sunny,High,Weak,High,High,Morning,Far,Normal,Yes
Cloudy,High,Strong,Medium,Moderate,Morning,Close,High,Yes
Sunny,High,Weak,Medium,Moderate,Afternoon,Close,Normal,Yes
Rainy,Medium,Weak,Medium,High,Evening,Far,High,Yes
Rainy,Medium,Weak,High,High,Morning,Medium,High,Yes
1 Weather Temperature Wind Speed Pollen Availability Bee Population Time of Day Flower Distance Humidity Fly_out_for_honey
2 Cloudy High Strong Medium Moderate Evening Close High Yes
3 Rainy Low Strong Medium Moderate Afternoon Medium High No
4 Cloudy Medium Strong Medium Moderate Evening Medium Normal Yes
5 Sunny Low Strong Medium Moderate Morning Close Normal Yes
6 Sunny High Strong Medium Low Evening Far Normal No
7 Sunny High Weak Medium Moderate Afternoon Far Normal Yes
8 Rainy Medium Strong Low Low Evening Close High No
9 Cloudy Medium Strong Medium Moderate Evening Close Normal No
10 Sunny High Strong Medium High Afternoon Far High No
11 Sunny Medium Strong Medium High Evening Close High No
12 Rainy Low Weak Medium Moderate Morning Close High No
13 Sunny Medium Weak Medium Moderate Evening Medium High Yes
14 Cloudy Low Weak Medium Moderate Afternoon Medium High No
15 Sunny Medium Weak Low High Morning Close High Yes
16 Cloudy Low Weak High Moderate Evening Medium Normal No
17 Cloudy Low Strong Medium High Evening Medium High No
18 Sunny High Weak High Moderate Afternoon Far High Yes
19 Cloudy Medium Strong Medium Moderate Evening Far Normal Yes
20 Cloudy High Strong High High Afternoon Far High Yes
21 Sunny High Weak Low Moderate Morning Close Normal Yes
22 Rainy Low Strong Medium Moderate Evening Medium High Yes
23 Rainy Low Weak Medium Moderate Morning Far Normal No
24 Sunny Medium Weak Low Moderate Afternoon Close Normal Yes
25 Rainy Low Strong Medium Low Evening Close Normal No
26 Sunny Low Strong Medium Moderate Evening Close Normal No
27 Sunny High Strong Medium High Afternoon Close Normal No
28 Rainy Medium Weak Medium Low Evening Close High Yes
29 Sunny Medium Weak Medium High Evening Close High Yes
30 Sunny High Strong Medium Moderate Afternoon Medium Normal No
31 Sunny High Weak Medium Moderate Morning Close High Yes
32 Cloudy Low Strong Low Moderate Morning Medium High Yes
33 Sunny Low Strong Medium Moderate Evening Close Normal Yes
34 Cloudy Medium Strong Medium Moderate Evening Far High Yes
35 Sunny High Strong Medium Moderate Afternoon Close Normal No
36 Sunny Medium Strong High Moderate Morning Far High No
37 Sunny Medium Weak Medium Moderate Afternoon Far Normal Yes
38 Cloudy Low Weak Medium Low Afternoon Close High Yes
39 Cloudy Low Weak Medium High Afternoon Far High No
40 Sunny High Weak High Moderate Afternoon Medium Normal Yes
41 Sunny High Weak Medium Moderate Afternoon Medium Normal Yes
42 Sunny Medium Weak Medium Moderate Afternoon Close Normal Yes
43 Rainy Medium Strong Medium Moderate Evening Close High No
44 Cloudy Medium Weak Medium Low Afternoon Medium High Yes
45 Sunny High Strong Medium Low Evening Far Normal Yes
46 Cloudy Medium Strong High Moderate Afternoon Close High No
47 Cloudy High Weak High Moderate Morning Medium High Yes
48 Sunny High Weak Medium Low Evening Medium High Yes
49 Sunny High Strong Low High Morning Close Normal Yes
50 Rainy Medium Strong Medium High Evening Close High No
51 Cloudy Low Weak Medium Moderate Evening Medium High Yes
52 Cloudy High Strong Medium Moderate Afternoon Far High No
53 Sunny Medium Weak Low Moderate Evening Close Normal No
54 Sunny Medium Strong Medium High Afternoon Far Normal Yes
55 Rainy Low Weak Medium Moderate Evening Close Normal No
56 Sunny High Weak Medium High Afternoon Close Normal Yes
57 Sunny Medium Weak Medium Moderate Evening Close Normal No
58 Sunny High Weak Low Moderate Evening Far Normal No
59 Cloudy Low Strong Medium Moderate Morning Close High Yes
60 Cloudy Medium Strong Medium Low Afternoon Close Normal Yes
61 Sunny High Weak Low Low Afternoon Far Normal Yes
62 Sunny High Strong Medium Low Afternoon Close High Yes
63 Sunny High Strong Medium Low Evening Far Normal Yes
64 Sunny High Weak High Moderate Afternoon Close High No
65 Cloudy Medium Strong Medium Moderate Evening Medium Normal Yes
66 Sunny High Weak High Low Afternoon Close Normal Yes
67 Cloudy Medium Weak Medium Low Afternoon Medium High No
68 Sunny High Weak High Moderate Evening Medium Normal Yes
69 Sunny High Weak Medium High Evening Medium Normal Yes
70 Cloudy Low Weak Low Moderate Evening Far High Yes
71 Sunny High Weak Medium Moderate Morning Close Normal Yes
72 Cloudy Medium Strong Medium Moderate Morning Far High No
73 Sunny High Weak Medium Moderate Evening Far Normal Yes
74 Sunny Medium Weak Medium Moderate Evening Far High Yes
75 Sunny Low Strong Medium Moderate Morning Medium Normal Yes
76 Rainy Low Weak Medium Low Evening Medium Normal No
77 Sunny Medium Weak Medium Low Morning Medium Normal Yes
78 Sunny High Weak Medium Moderate Morning Far High Yes
79 Cloudy Medium Strong Medium Moderate Morning Close Normal Yes
80 Sunny Medium Strong Low Moderate Afternoon Close High Yes
81 Sunny High Strong High High Evening Far Normal Yes
82 Rainy Medium Strong High Moderate Afternoon Close High No
83 Sunny Low Strong Medium Moderate Morning Close Normal No
84 Sunny Medium Weak Medium Moderate Evening Far Normal Yes
85 Rainy Medium Strong Medium High Afternoon Medium Normal No
86 Cloudy Low Strong Low Moderate Afternoon Medium High Yes
87 Sunny Medium Strong Low Low Morning Far Normal Yes
88 Sunny Low Weak Medium Moderate Morning Close Normal Yes
89 Sunny Low Weak Medium Moderate Morning Close Normal Yes
90 Cloudy Medium Weak High Low Afternoon Medium Normal No
91 Sunny Medium Weak High Moderate Morning Close Normal No
92 Sunny High Strong Medium Low Morning Medium Normal Yes
93 Sunny High Strong High Moderate Evening Far Normal Yes
94 Rainy Medium Strong Low Low Afternoon Close High No
95 Cloudy High Weak Medium Moderate Morning Close High No
96 Cloudy Medium Strong Medium Low Afternoon Close High No
97 Sunny Low Strong High Low Morning Close Normal Yes
98 Sunny Medium Weak Medium Moderate Morning Close Normal Yes
99 Sunny High Strong Medium Moderate Afternoon Far High Yes
100 Rainy Medium Strong Medium High Morning Close High No
101 Sunny High Weak Medium Moderate Afternoon Far Normal Yes
102 Sunny High Weak Low Low Morning Medium Normal No
103 Cloudy Medium Weak Medium Moderate Evening Medium High No
104 Cloudy Medium Weak Medium High Morning Close Normal Yes
105 Sunny High Weak Medium Moderate Afternoon Medium High Yes
106 Sunny Low Strong Medium Moderate Afternoon Close Normal Yes
107 Sunny Low Weak High Moderate Morning Close Normal Yes
108 Cloudy Low Weak Low Low Morning Medium High Yes
109 Cloudy High Strong High High Evening Medium High No
110 Sunny High Weak Medium Moderate Morning Far Normal Yes
111 Rainy Low Strong Low Low Morning Close Normal Yes
112 Sunny Medium Weak Medium High Morning Close High No
113 Cloudy Medium Weak Low Low Afternoon Medium High Yes
114 Sunny High Strong Medium Moderate Evening Far High Yes
115 Sunny Low Strong Medium Low Evening Close Normal Yes
116 Rainy Low Weak High Low Evening Close High Yes
117 Sunny Low Strong High High Morning Far Normal No
118 Sunny High Weak Medium High Evening Close Normal Yes
119 Sunny High Weak Medium Low Morning Close Normal Yes
120 Sunny Medium Weak High Moderate Evening Far Normal No
121 Sunny High Strong Medium Low Morning Medium High Yes
122 Rainy Medium Weak Medium Low Evening Far High No
123 Sunny High Strong High High Afternoon Medium High Yes
124 Cloudy High Weak Medium Moderate Evening Close High Yes
125 Sunny High Weak Medium Low Afternoon Close Normal Yes
126 Rainy Medium Strong High High Afternoon Medium High Yes
127 Cloudy High Strong Medium Moderate Morning Far High No
128 Cloudy Low Strong Low High Afternoon Medium Normal No
129 Rainy Low Weak Medium High Morning Medium High No
130 Sunny High Weak High Low Evening Close Normal No
131 Cloudy Low Strong High Moderate Evening Close Normal Yes
132 Rainy Medium Strong Medium Moderate Evening Close High No
133 Rainy High Weak Medium Moderate Afternoon Far High No
134 Cloudy Medium Weak Medium Moderate Afternoon Far High No
135 Cloudy Medium Weak Medium Moderate Afternoon Far High No
136 Cloudy Medium Strong High Low Evening Close Normal Yes
137 Cloudy Medium Strong High Moderate Morning Close Normal No
138 Rainy Low Strong Low Moderate Morning Far High No
139 Cloudy Medium Weak Medium High Evening Far Normal No
140 Sunny High Strong High Low Evening Close Normal Yes
141 Sunny Medium Strong High Moderate Afternoon Far Normal Yes
142 Cloudy Medium Strong Medium Moderate Morning Far High Yes
143 Cloudy Medium Weak Low Low Morning Close High Yes
144 Sunny High Weak Medium High Afternoon Far Normal Yes
145 Rainy Low Weak Medium High Morning Far High No
146 Sunny Medium Strong High Moderate Afternoon Medium Normal Yes
147 Sunny Medium Strong Medium Moderate Evening Far Normal Yes
148 Cloudy Medium Strong Low High Evening Close High No
149 Cloudy Low Strong Medium Moderate Evening Far High Yes
150 Cloudy High Strong Medium Moderate Evening Close High Yes
151 Sunny High Weak Medium Low Morning Medium Normal Yes
152 Cloudy Medium Weak Medium Moderate Afternoon Far High No
153 Rainy Low Weak Low Moderate Morning Far High No
154 Sunny High Strong Medium High Afternoon Far Normal Yes
155 Sunny High Strong Low Moderate Afternoon Close Normal Yes
156 Rainy Medium Strong High High Morning Far High No
157 Sunny High Weak Low Moderate Morning Close Normal Yes
158 Rainy Low Weak Low Moderate Evening Medium High No
159 Sunny High Strong Medium High Afternoon Medium Normal Yes
160 Sunny High Strong Low Moderate Evening Far Normal No
161 Cloudy High Strong Low Moderate Morning Medium High No
162 Sunny Medium Weak High Moderate Evening Medium Normal Yes
163 Sunny High Weak Low High Evening Close Normal Yes
164 Rainy Low Strong Medium Low Morning Close High No
165 Rainy Low Strong High Low Afternoon Far High Yes
166 Rainy High Strong High Moderate Afternoon Far Normal No
167 Sunny Medium Weak Medium Moderate Morning Close Normal Yes
168 Sunny Medium Weak Medium Moderate Evening Close High Yes
169 Cloudy Low Strong Medium Moderate Morning Close High Yes
170 Sunny Medium Strong Medium Moderate Evening Medium Normal Yes
171 Sunny High Strong Medium Moderate Morning Far Normal No
172 Rainy Low Weak Low High Afternoon Far High No
173 Sunny High Weak Medium High Afternoon Far Normal Yes
174 Rainy Low Strong Low Moderate Evening Medium High No
175 Sunny High Weak Low High Evening Close Normal Yes
176 Rainy Medium Weak Medium Low Evening Far Normal No
177 Rainy High Strong Low Moderate Afternoon Close High Yes
178 Sunny Medium Strong Medium Moderate Evening Medium Normal Yes
179 Cloudy Low Weak High Moderate Morning Close High Yes
180 Sunny Medium Weak Medium High Evening Close Normal No
181 Cloudy Medium Weak Medium Low Afternoon Close High Yes
182 Rainy High Weak Medium Low Morning Close High No
183 Cloudy Medium Strong Low Moderate Afternoon Far Normal No
184 Rainy Low Strong Medium High Morning Far High No
185 Sunny Medium Weak Medium Moderate Afternoon Far Normal Yes
186 Sunny High Strong Medium Moderate Evening Close Normal Yes
187 Cloudy Low Weak Medium Moderate Morning Medium High No
188 Sunny Medium Strong Medium Moderate Evening Medium Normal No
189 Sunny High Strong Medium Moderate Evening Far Normal Yes
190 Cloudy High Weak Medium Low Evening Far High Yes
191 Cloudy Medium Weak High Low Morning Far Normal No
192 Cloudy Medium Weak Medium Low Morning Medium Normal No
193 Rainy Low Weak Medium Low Evening Close High No
194 Cloudy Medium Weak Medium Moderate Evening Far High No
195 Cloudy Medium Weak High Low Afternoon Far High Yes
196 Sunny Medium Strong Medium Low Afternoon Medium Normal No
197 Sunny High Weak Medium High Afternoon Far Normal Yes
198 Cloudy Medium Strong Medium Moderate Afternoon Far High No
199 Sunny Medium Strong Medium Moderate Evening Far Normal No
200 Sunny Medium Weak Medium Low Evening Close High Yes
201 Cloudy Low Weak Medium Moderate Morning Close High Yes
202 Sunny High Weak Medium Low Afternoon Close High Yes
203 Sunny Low Strong Medium Low Afternoon Medium Normal No
204 Sunny Low Weak Medium Moderate Afternoon Far Normal Yes
205 Sunny High Weak Low Moderate Evening Medium Normal Yes
206 Sunny Medium Strong Medium Moderate Afternoon Close Normal No
207 Sunny High Strong Low Low Morning Medium Normal Yes
208 Sunny Low Weak High Moderate Evening Medium Normal No
209 Rainy Low Weak Medium High Afternoon Medium High No
210 Rainy Medium Strong Medium Moderate Morning Medium High No
211 Sunny Low Weak Medium Low Morning Medium High Yes
212 Rainy Low Strong Medium Moderate Afternoon Medium High No
213 Cloudy Medium Weak Medium Moderate Evening Close High Yes
214 Sunny High Weak Low Low Afternoon Close Normal Yes
215 Cloudy High Strong High Moderate Morning Far High Yes
216 Cloudy Medium Weak Medium High Morning Close High Yes
217 Sunny High Weak Low Moderate Afternoon Far High Yes
218 Rainy Low Weak Medium Low Afternoon Far Normal No
219 Sunny High Strong Medium High Morning Close Normal Yes
220 Sunny High Strong Medium Moderate Evening Far Normal No
221 Rainy Medium Strong High Moderate Afternoon Medium Normal No
222 Cloudy Medium Weak High Moderate Afternoon Medium High Yes
223 Cloudy High Strong Medium Moderate Morning Far High No
224 Sunny Medium Strong Medium Low Evening Medium High Yes
225 Cloudy Low Strong Medium Moderate Morning Close High Yes
226 Sunny High Strong Low Moderate Evening Far Normal No
227 Cloudy Medium Weak Low Moderate Afternoon Medium High Yes
228 Sunny Low Weak Medium Moderate Evening Medium Normal Yes
229 Cloudy Medium Strong Medium High Evening Far Normal No
230 Cloudy Low Strong Medium Low Evening Far High No
231 Sunny High Weak Medium Low Afternoon Far High No
232 Cloudy Low Weak Low High Afternoon Medium Normal Yes
233 Cloudy Medium Strong Medium Moderate Evening Close High No
234 Rainy Medium Strong Medium Moderate Afternoon Far Normal No
235 Rainy Low Strong Medium Moderate Evening Medium High No
236 Sunny Low Weak Medium Moderate Afternoon Medium Normal Yes
237 Rainy Low Strong Medium High Evening Medium High No
238 Cloudy Low Strong Medium Moderate Morning Close Normal Yes
239 Rainy Low Weak Medium Low Morning Medium High No
240 Cloudy High Weak Medium Moderate Evening Medium High Yes
241 Rainy Low Strong Medium High Evening Medium High No
242 Sunny Medium Strong Medium Moderate Evening Far Normal No
243 Rainy Medium Strong Medium Low Morning Far High Yes
244 Sunny High Weak High Moderate Evening Medium Normal No
245 Sunny Medium Weak Low Moderate Afternoon Far High Yes
246 Cloudy Low Weak Low Moderate Morning Medium Normal Yes
247 Sunny Medium Strong Medium Low Morning Far High Yes
248 Sunny Medium Strong Medium High Evening Far Normal Yes
249 Sunny Medium Strong High High Afternoon Close High Yes
250 Rainy High Weak Medium High Evening Close High No
251 Sunny Medium Weak High High Afternoon Medium Normal Yes
252 Sunny Low Weak Medium Moderate Afternoon Medium Normal No
253 Sunny High Weak Medium High Morning Close Normal Yes
254 Sunny High Weak High Moderate Morning Far Normal Yes
255 Rainy Medium Strong Low Moderate Evening Medium High No
256 Rainy High Weak Medium Moderate Afternoon Close Normal No
257 Sunny Low Weak Medium Moderate Evening Close Normal No
258 Rainy High Weak High Low Morning Far High No
259 Rainy Medium Weak Medium High Morning Far High No
260 Rainy Medium Strong Medium Low Afternoon Far High No
261 Rainy Low Weak Medium Moderate Morning Close High No
262 Sunny Low Strong Medium Moderate Morning Close High No
263 Cloudy Low Weak High Moderate Afternoon Medium High No
264 Rainy Medium Strong Medium Low Morning Far High No
265 Cloudy Medium Weak High Moderate Morning Far High No
266 Rainy High Weak High Low Morning Far High Yes
267 Sunny High Strong Medium Moderate Morning Far Normal Yes
268 Rainy Low Weak Medium Moderate Morning Medium High No
269 Sunny Medium Strong Medium Moderate Afternoon Medium Normal Yes
270 Cloudy Low Weak Medium Moderate Evening Close High No
271 Cloudy High Weak Low High Morning Close High Yes
272 Sunny Medium Weak Medium Moderate Evening Medium Normal Yes
273 Sunny Medium Strong Medium Low Morning Close Normal Yes
274 Rainy Medium Weak High Moderate Evening Medium High No
275 Sunny High Weak High Moderate Evening Far High No
276 Cloudy Medium Weak Low Moderate Evening Far Normal Yes
277 Rainy Low Strong Low Low Morning Far High No
278 Sunny Medium Strong Medium Moderate Evening Medium High Yes
279 Rainy High Strong Low Moderate Afternoon Far Normal No
280 Rainy Low Weak High High Morning Close High No
281 Sunny High Weak Medium Moderate Evening Close High Yes
282 Cloudy Low Strong Medium Moderate Evening Medium High Yes
283 Rainy Medium Strong Low Low Evening Far High Yes
284 Sunny Low Strong Medium Moderate Evening Far High Yes
285 Sunny High Weak Medium Moderate Afternoon Far Normal Yes
286 Sunny Medium Weak Medium Moderate Afternoon Close High No
287 Sunny Medium Strong Low High Evening Close Normal Yes
288 Cloudy Medium Strong High Low Morning Medium High No
289 Rainy Low Weak High Low Morning Close High No
290 Sunny Medium Weak Medium Low Evening Close High Yes
291 Cloudy Low Weak Low Moderate Afternoon Far Normal Yes
292 Rainy Low Weak Medium Moderate Morning Far Normal No
293 Sunny High Weak Medium Low Afternoon Medium High No
294 Rainy Low Strong Medium Low Morning Far High No
295 Sunny High Strong Medium Moderate Morning Far Normal Yes
296 Cloudy High Weak Medium Moderate Afternoon Close High No
297 Sunny Medium Weak Medium Moderate Afternoon Far Normal No
298 Rainy High Strong Low Low Evening Close High No
299 Cloudy Medium Weak Low Low Evening Far High No
300 Sunny High Weak Medium Moderate Evening Close Normal Yes
301 Sunny High Strong Medium Moderate Evening Close Normal No
302 Rainy High Strong High Low Morning Close High No
303 Sunny Medium Strong Medium Moderate Afternoon Far High No
304 Cloudy Medium Weak Low Moderate Morning Close High Yes
305 Cloudy High Weak Medium Moderate Evening Medium High No
306 Cloudy Low Weak Medium Moderate Afternoon Far High No
307 Cloudy Medium Weak Medium Moderate Afternoon Close High Yes
308 Rainy Low Strong High Moderate Afternoon Medium High No
309 Sunny Low Strong High Moderate Morning Close Normal Yes
310 Sunny Medium Weak Medium Moderate Afternoon Far Normal Yes
311 Cloudy High Strong Medium High Morning Close High Yes
312 Sunny High Strong Medium Moderate Afternoon Medium Normal No
313 Cloudy Medium Strong High Low Afternoon Far High Yes
314 Rainy Low Strong Medium Moderate Morning Far High No
315 Cloudy High Weak High Moderate Afternoon Far Normal No
316 Sunny High Weak Medium High Evening Medium Normal Yes
317 Sunny Medium Strong Low High Evening Medium Normal Yes
318 Sunny Low Strong Medium Moderate Evening Close High Yes
319 Sunny Medium Strong Medium Moderate Evening Close Normal Yes
320 Sunny High Strong Medium Moderate Afternoon Close Normal Yes
321 Sunny Medium Weak Medium Moderate Morning Close Normal Yes
322 Cloudy Medium Weak Medium Moderate Morning Medium Normal Yes
323 Sunny High Strong Medium Moderate Evening Medium Normal Yes
324 Cloudy Medium Weak Medium Moderate Evening Close Normal No
325 Sunny Medium Strong High Low Afternoon Medium Normal Yes
326 Cloudy Medium Weak Low Low Morning Far Normal Yes
327 Rainy Medium Weak Medium Moderate Afternoon Far High No
328 Rainy Low Strong Medium Moderate Evening Close High No
329 Sunny Medium Strong Medium Low Afternoon Far Normal No
330 Cloudy Medium Weak High Moderate Afternoon Far High Yes
331 Sunny High Strong Medium Moderate Morning Medium Normal Yes
332 Sunny High Weak Medium Moderate Evening Far High Yes
333 Cloudy Low Weak Medium Moderate Afternoon Medium High No
334 Sunny High Strong Medium Moderate Morning Far Normal No
335 Sunny High Strong High Moderate Evening Medium Normal Yes
336 Rainy Low Weak Medium Moderate Evening Close High No
337 Sunny Low Weak Low High Afternoon Medium Normal No
338 Sunny High Strong High High Morning Medium Normal Yes
339 Sunny Medium Weak Low Low Morning Far Normal Yes
340 Sunny Medium Strong High Moderate Afternoon Close Normal No
341 Cloudy Low Weak Medium High Evening Medium High Yes
342 Sunny Medium Strong Medium Moderate Afternoon Close Normal Yes
343 Rainy Low Weak Medium Moderate Afternoon Close High No
344 Sunny Medium Weak High Moderate Afternoon Close Normal No
345 Rainy Low Weak Low High Afternoon Close High No
346 Cloudy Low Weak High Moderate Afternoon Medium High Yes
347 Sunny High Weak Low Moderate Afternoon Close Normal Yes
348 Cloudy Low Weak Low High Afternoon Far Normal No
349 Sunny Low Weak Medium Moderate Evening Medium High Yes
350 Sunny High Weak Medium Moderate Afternoon Far Normal Yes
351 Sunny High Strong Medium Moderate Afternoon Medium Normal Yes
352 Sunny Low Weak High High Morning Far High No
353 Sunny Low Weak Medium Moderate Afternoon Far Normal Yes
354 Rainy Low Strong Medium Moderate Evening Close High No
355 Sunny Medium Strong Medium Moderate Evening Medium Normal No
356 Sunny High Strong Medium Low Morning Far Normal Yes
357 Sunny High Weak High High Morning Medium Normal Yes
358 Sunny High Strong High Moderate Afternoon Close High Yes
359 Sunny Low Strong Low Low Morning Medium Normal No
360 Cloudy Medium Weak Medium Low Afternoon Far High Yes
361 Sunny Medium Strong High Moderate Morning Medium Normal No
362 Rainy Medium Weak Medium High Afternoon Far Normal No
363 Sunny Medium Weak Medium High Evening Far Normal No
364 Cloudy Medium Strong Medium Low Morning Medium Normal Yes
365 Rainy Low Strong High Moderate Morning Far High No
366 Sunny Medium Weak Medium Moderate Afternoon Close Normal Yes
367 Rainy High Weak Medium Low Evening Close High No
368 Cloudy High Weak High Moderate Afternoon Medium High Yes
369 Cloudy Medium Strong Low Moderate Evening Far High Yes
370 Sunny Medium Weak Medium Low Afternoon Far Normal Yes
371 Sunny High Weak Low High Afternoon Close Normal Yes
372 Sunny Medium Strong Medium High Afternoon Medium Normal Yes
373 Rainy High Weak Medium Moderate Evening Medium Normal No
374 Cloudy Low Strong Medium High Afternoon Close High Yes
375 Rainy Low Strong Medium High Afternoon Far High No
376 Sunny Medium Strong Medium High Morning Medium Normal No
377 Sunny Low Strong Medium Moderate Morning Far Normal No
378 Rainy Low Weak Medium Moderate Afternoon Far High No
379 Rainy Low Weak Medium Moderate Morning Close High Yes
380 Rainy High Strong Medium High Evening Far High No
381 Rainy Low Weak Medium Low Afternoon Medium High No
382 Rainy Low Strong Medium Moderate Afternoon Close Normal No
383 Sunny High Weak Medium Moderate Afternoon Medium High No
384 Rainy Low Weak Low Moderate Morning Medium Normal No
385 Rainy Medium Weak High Moderate Morning Far High No
386 Sunny Low Strong Low Moderate Morning Far Normal Yes
387 Sunny Low Strong Medium Moderate Afternoon Far High Yes
388 Rainy High Weak Medium Moderate Afternoon Far High No
389 Sunny Low Weak Low Moderate Morning Close Normal Yes
390 Sunny High Strong Medium Moderate Evening Close High Yes
391 Sunny Medium Weak Medium Moderate Evening Medium Normal No
392 Sunny Low Weak Low Low Evening Medium Normal Yes
393 Sunny High Strong Medium High Evening Close Normal No
394 Sunny High Strong High Moderate Afternoon Close Normal Yes
395 Rainy Low Strong Medium Moderate Morning Far High No
396 Cloudy Medium Strong Medium Moderate Evening Far Normal Yes
397 Sunny High Strong Medium Moderate Afternoon Far Normal Yes
398 Sunny Medium Strong Medium Moderate Morning Close High Yes
399 Sunny Medium Strong Medium High Evening Medium Normal Yes
400 Sunny High Strong High Low Afternoon Far High Yes
401 Sunny High Weak Medium Low Morning Far Normal No
402 Sunny Low Weak Low Moderate Afternoon Medium Normal Yes
403 Rainy Low Strong High Moderate Afternoon Far High No
404 Sunny Medium Strong Medium Moderate Afternoon Close Normal Yes
405 Cloudy Medium Strong High Low Evening Close High Yes
406 Cloudy High Strong High Moderate Evening Medium Normal Yes
407 Sunny Medium Weak Medium Low Afternoon Medium Normal Yes
408 Sunny Medium Strong Medium Moderate Evening Far Normal Yes
409 Rainy Medium Weak High High Evening Medium High Yes
410 Sunny Medium Weak Medium Moderate Evening Close Normal No
411 Sunny Medium Weak Medium Moderate Morning Medium High Yes
412 Sunny High Weak Medium High Evening Far High Yes
413 Cloudy Low Weak Medium Moderate Evening Medium High Yes
414 Cloudy Medium Strong High Moderate Evening Far High Yes
415 Sunny Medium Strong High Moderate Morning Far Normal No
416 Cloudy Medium Weak Medium High Morning Far Normal No
417 Sunny Low Strong Medium Moderate Evening Medium Normal Yes
418 Sunny Medium Strong High Moderate Afternoon Medium High Yes
419 Sunny Medium Strong Medium Moderate Afternoon Close Normal Yes
420 Sunny High Strong High Moderate Morning Far Normal Yes
421 Sunny Medium Weak Medium Moderate Morning Close Normal Yes
422 Sunny High Weak High Moderate Evening Far Normal No
423 Sunny High Weak Medium Moderate Afternoon Medium Normal Yes
424 Cloudy Low Weak Medium High Evening Far High No
425 Sunny Low Strong Medium Moderate Morning Medium Normal No
426 Sunny Low Weak Medium Moderate Morning Medium High No
427 Rainy Medium Weak Medium Low Evening Medium High No
428 Rainy Medium Strong High Low Morning Medium High No
429 Rainy Low Weak Medium Moderate Morning Close High No
430 Sunny Medium Weak Medium Moderate Morning Far High Yes
431 Sunny Medium Weak Medium Moderate Morning Far Normal Yes
432 Cloudy Medium Strong Medium Moderate Afternoon Far Normal Yes
433 Rainy Low Weak Medium Moderate Afternoon Far High No
434 Sunny High Weak Medium High Afternoon Close Normal Yes
435 Sunny High Weak Medium High Evening Far Normal Yes
436 Rainy Low Strong Low Low Afternoon Close High No
437 Sunny High Strong High High Morning Close Normal Yes
438 Sunny Medium Weak Low Moderate Evening Close Normal No
439 Rainy High Strong Low Moderate Afternoon Close High No
440 Cloudy Low Weak Medium Moderate Morning Far High No
441 Sunny Medium Strong Medium Moderate Morning Far Normal Yes
442 Sunny High Weak High Low Morning Close High Yes
443 Cloudy Low Strong Low Moderate Morning Close High Yes
444 Sunny Medium Strong Medium High Morning Close Normal Yes
445 Rainy Low Strong Medium Moderate Morning Far High No
446 Cloudy High Strong Medium Moderate Afternoon Medium Normal Yes
447 Sunny Low Weak Medium Moderate Evening Medium Normal No
448 Sunny Low Weak Medium Moderate Afternoon Medium High Yes
449 Rainy Medium Strong Medium Low Afternoon Medium High Yes
450 Cloudy Medium Weak Medium Low Afternoon Medium Normal No
451 Cloudy Medium Strong Medium Low Afternoon Far High No
452 Rainy Low Strong Medium Moderate Evening Close High No
453 Sunny Medium Weak Medium Low Afternoon Far Normal Yes
454 Cloudy High Strong Medium Moderate Evening Far High No
455 Cloudy Low Strong High High Evening Far Normal Yes
456 Rainy Low Weak High Low Morning Medium High No
457 Sunny Medium Weak Medium Moderate Evening Far Normal Yes
458 Sunny Medium Weak Medium Low Morning Medium High Yes
459 Sunny Medium Strong Medium Moderate Morning Close Normal No
460 Sunny High Weak Low Low Evening Medium Normal No
461 Sunny High Weak Medium High Morning Close Normal No
462 Sunny Medium Weak Medium Moderate Morning Close High Yes
463 Cloudy High Strong Medium Low Afternoon Far High Yes
464 Cloudy Low Weak Medium Moderate Afternoon Far Normal Yes
465 Sunny High Strong Medium Moderate Afternoon Close Normal Yes
466 Sunny High Weak Low High Afternoon Far Normal Yes
467 Rainy Low Weak High Moderate Evening Close High Yes
468 Sunny Medium Strong Medium High Afternoon Far Normal No
469 Cloudy Medium Weak Medium Low Evening Far High No
470 Cloudy High Strong Low Low Evening Medium High Yes
471 Sunny Low Weak Medium Moderate Evening Far Normal Yes
472 Sunny High Strong Medium Moderate Evening Close Normal No
473 Sunny High Strong Medium Moderate Evening Medium Normal Yes
474 Rainy Low Weak Low Low Morning Medium High No
475 Cloudy Low Weak Medium Moderate Evening Far High No
476 Rainy Low Strong Medium Moderate Morning Far High No
477 Rainy Low Strong Medium Moderate Morning Close High No
478 Sunny High Strong Medium Moderate Morning Far High Yes
479 Rainy Low Weak Medium Low Afternoon Medium High No
480 Sunny High Strong High Moderate Morning Far High No
481 Sunny High Weak Medium Moderate Morning Close Normal Yes
482 Cloudy Medium Strong High Low Evening Close High No
483 Cloudy Low Weak Medium Moderate Afternoon Medium Normal Yes
484 Sunny Low Strong Medium Moderate Morning Close Normal Yes
485 Cloudy Medium Weak High Low Afternoon Medium High No
486 Cloudy Low Weak Medium Moderate Evening Close High No
487 Sunny Medium Weak Medium High Afternoon Close Normal Yes
488 Rainy Low Strong Medium Moderate Afternoon Far High No
489 Sunny High Weak Low Moderate Morning Close Normal Yes
490 Sunny High Strong High Moderate Afternoon Medium High Yes
491 Sunny High Strong Medium Moderate Afternoon Close Normal Yes
492 Rainy Low Weak Low Moderate Morning Medium High No
493 Cloudy Low Strong Low Moderate Morning Far High Yes
494 Cloudy Low Weak Low High Afternoon Far High No
495 Cloudy Low Strong Medium Moderate Afternoon Medium High No
496 Cloudy Medium Weak Medium High Afternoon Close High Yes
497 Sunny High Weak High High Morning Far Normal Yes
498 Cloudy High Strong Medium Moderate Morning Close High Yes
499 Sunny High Weak Medium Moderate Afternoon Close Normal Yes
500 Rainy Medium Weak Medium High Evening Far High Yes
501 Rainy Medium Weak High High Morning Medium High Yes

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