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Commit 178d6018 authored by titouan's avatar titouan
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Accuracy score ajouté

parent d10cb677
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......@@ -3,6 +3,7 @@ from PIL import Image
import os
import pandas as pd
import numpy as np
from sklearn.metrics import accuracy_score
from sklearn.model_selection import train_test_split
......@@ -162,4 +163,12 @@ def realError(S_test):
error_count += 1
return error_count
def accuracyScore(S_test):
y_test = []
y_predicts = []
for image in S_test:
y_test.append(image["y_true_class"])
y_predicts.append(image["y_predicted_class"])
score = accuracy_score(y_test,y_predicts)
print("Taux de réussite : ", score*100, "%")
......@@ -32,6 +32,7 @@ def real_test():
TP.predictFromHisto(S, classifier)
print(TP.empiricalError(S))
print(TP.realError(S_test))
TP.accuracyScore(S_test)
if __name__ == "__main__":
#image = Image.open("./Init/Mer/838s.jpg")
......
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