Beispiel #1
0
#plt.show()
"""

#----------------------------------------------------
# 		Generating ROC Curve
#----------------------------------------------------

test_bkg = "Bkg_m5000_Test_30000_60000.npy"
test_sig = "Sig_m5000_Test_0_30000.npy"
bkgTest, sigTest = DataHandler.Loader(storage_bkg + test_bkg,
                                      storage_sig + test_sig)

#TestList, TestVals, input_shape = DataHandler

X_Test, y_Test, input_shape = DataHandler.AllIn(bkgTest, sigTest,
                                                K.image_dim_ordering(),
                                                img_rows, img_cols)

Y_Test = np_utils.to_categorical(y_Test, nb_classes)

score = model.evaluate(X_Test, Y_Test, verbose=0)
Predictions_Test = model.predict(X_Test, verbose=1)

Y_Test = Y_Test[:, 1]
Predictions_Test = Predictions_Test[:, 1]

print("testvals: Y_Test")
print(Y_Test)
print("Predictions")
print(Predictions_Test)
print("lens")