diff --git a/src/DecisionTree.py b/src/DecisionTree.py index 750e3efb..a3d37e06 100644 --- a/src/DecisionTree.py +++ b/src/DecisionTree.py @@ -9,7 +9,7 @@ from sklearn.tree import export_graphviz import pydotplus # Read the dataset -train_data_m = pd.read_csv("datasets/treedataset2.csv") +train_data_m = pd.read_csv("datasets/bees.csv") feature_cols = ['Weather','Temperature','WindSpeed','PollenAvailability','BeePopulation','TimeOfDay','FlowerDistance','Humidity'] print(train_data_m.head()) @@ -36,5 +36,4 @@ 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()) \ No newline at end of file +graph.write_png('tree.png') \ No newline at end of file diff --git a/src/datasets/testdataset.csv b/src/datasets/testdataset.csv index cd8ea134..32f35535 100644 --- a/src/datasets/testdataset.csv +++ b/src/datasets/testdataset.csv @@ -1,4 +1,4 @@ -Weather,Temperature,Wind Speed,Pollen Availability,Bee Population,Time of Day,Flower Distance,Humidity,Fly_out_for_honey +Weather,Temperature,WindSpeed,PollenAvailability,BeePopulation,TimeOfDay,FlowerDistance,Humidity,FlyOutForHoney 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 diff --git a/src/datasets/treedataset.csv b/src/datasets/treedataset.csv index b51936e6..1ee7f1b0 100644 --- a/src/datasets/treedataset.csv +++ b/src/datasets/treedataset.csv @@ -1,4 +1,4 @@ -Weather,Temperature,Wind Speed,Pollen Availability,Bee Population,Time of Day,Flower Distance,Humidity,Fly_out_for_honey +Weather,Temperature,WindSpeed,PollenAvailability,BeePopulation,TimeOfDay,FlowerDistance,Humidity,FlyOutForHoney 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 diff --git a/src/main.py b/src/main.py index 81660f83..239a84ee 100644 --- a/src/main.py +++ b/src/main.py @@ -100,7 +100,6 @@ bee_dir = 'west' field = Field(tilemap_types, tilemap_values) - def Manhattan_dis(start, end): start_x, start_y = start end_x, end_y = end diff --git a/src/tree.png b/src/tree.png index 5439e159..39fe60e8 100644 Binary files a/src/tree.png and b/src/tree.png differ