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szymonj98 2022-05-01 19:50:46 +02:00
parent d7af94d7f9
commit f416349645
1 changed files with 11 additions and 1 deletions
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10
evaluation.py
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@ -4,6 +4,7 @@ import pandas as pd
import numpy as np
import csv
from sklearn.model_selection import train_test_split
from matplotlib import pyplot as plt
x_test = pd.read_csv('xtest.csv')
y_test = pd.read_csv('ytest.csv')
@ -14,3 +15,12 @@ res = model.evaluate(x_test, y_test,verbose=0)
with open('evaluation_acuraccy.txt', 'a+') as f:
f.write(str(res[1])+'\n')
with open('evaluation_acuraccy.txt') as f:
scores = [float(line) for line in f if line]
print(scores)
builds = list(range(1, len(scores) + 1))
plot = plt.plot(builds, scores)
plt.xlabel('Build')
plt.xticks(range(1, len(scores) + 1))
plt.ylabel('Accuraccy')
plt.show()