From 4e8c604f19af146cbf0cfe14bdc3f137c4f20d36 Mon Sep 17 00:00:00 2001
From: Tom Theile <tomthe@users.noreply.github.com>
Date: Fri, 23 Aug 2019 17:04:57 +0200
Subject: [PATCH] prints predictions

---
 fromNotebook.py | 24 ++++++++++++++++++++++--
 1 file changed, 22 insertions(+), 2 deletions(-)

diff --git a/fromNotebook.py b/fromNotebook.py
index 1793219..7190786 100644
--- a/fromNotebook.py
+++ b/fromNotebook.py
@@ -92,6 +92,26 @@
  
 history = model.fit(x_train, y_train,
                     batch_size=batch_size,
-                    epochs=30,
+                    epochs=48,
                     verbose=1,
-                    validation_split=0.1)
\ No newline at end of file
+                    validation_split=0.1)
+
+
+
+	
+score = model.evaluate(x_test, y_test,
+                       batch_size=batch_size, verbose=1)
+ 
+print('Test accuracy:', score[1])
+ 
+text_labels = encoder.classes_
+ 
+for i in range(100):
+    prediction = model.predict(np.array([x_test[i]]))
+    predicted_label = text_labels[np.argmax(prediction[0])]
+    #print(test_files_names.iloc[i])
+    print('Actual label:' + test_tags.iloc[i])
+    print("Predicted label: " + predicted_label)
+
+
+    
\ No newline at end of file