inspirehep / magpie

Deep neural network framework for multi-label text classification

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Accuracy

padirmiray opened this issue · comments

Which one is the accuracy in this case?
Epoch 1/10
6072/6072 [==============================] - 110s 18ms/step - loss: 0.6284 - top_k_categorical_accuracy: 1.0000 - val_loss: 0.5469 - val_top_k_categorical_accuracy: 1.0000
Epoch 2/10
6072/6072 [==============================] - 114s 19ms/step - loss: 0.5469 - top_k_categorical_accuracy: 1.0000 - val_loss: 0.4550 - val_top_k_categorical_accuracy: 1.0000
Epoch 3/10
6072/6072 [==============================] - 110s 18ms/step - loss: 0.5045 - top_k_categorical_accuracy: 1.0000 - val_loss: 0.4333 - val_top_k_categorical_accuracy: 1.0000
Epoch 4/10
6072/6072 [==============================] - 107s 18ms/step - loss: 0.4745 - top_k_categorical_accuracy: 1.0000 - val_loss: 0.4245 - val_top_k_categorical_accuracy: 1.0000
Epoch 5/10
6072/6072 [==============================] - 106s 17ms/step - loss: 0.4585 - top_k_categorical_accuracy: 1.0000 - val_loss: 0.4172 - val_top_k_categorical_accuracy: 1.0000
Epoch 6/10
6072/6072 [==============================] - 106s 17ms/step - loss: 0.4399 - top_k_categorical_accuracy: 1.0000 - val_loss: 0.4251 - val_top_k_categorical_accuracy: 1.0000
Epoch 7/10
6072/6072 [==============================] - 100s 16ms/step - loss: 0.4234 - top_k_categorical_accuracy: 1.0000 - val_loss: 0.3898 - val_top_k_categorical_accuracy: 1.0000
Epoch 8/10
6072/6072 [==============================] - 96s 16ms/step - loss: 0.4135 - top_k_categorical_accuracy: 1.0000 - val_loss: 0.3928 - val_top_k_categorical_accuracy: 1.0000
Epoch 9/10
6072/6072 [==============================] - 96s 16ms/step - loss: 0.4055 - top_k_categorical_accuracy: 1.0000 - val_loss: 0.3844 - val_top_k_categorical_accuracy: 1.0000
Epoch 10/10
6072/6072 [==============================] - 97s 16ms/step - loss: 0.4018 - top_k_categorical_accuracy: 1.0000 - val_loss: 0.3772 - val_top_k_categorical_accuracy: 1.0000