AttributeError: 'Sequential' object has no attribute 'predict_proba'

python - Keras AttributeError: 'Sequential' object has no attribute 'predict_classes' - Stack Overflow

predict_proba(), predict_classes()はTensorFlow 2.6で廃止

If you are using TensorFlow version 2.5, you will receive the following warning:

tensorflow\python\keras\engine\sequential.py:455: UserWarning: model.predict_classes() is deprecated and will be removed after 2021-01-01. Please use instead:* np.argmax(model.predict(x), axis=-1), if your model does multi-class classification (e.g. if it uses a softmax last-layer activation).* (model.predict(x) > 0.5).astype("int32"), if your model does binary classification (e.g. if it uses a sigmoid last-layer activation).

code:py

pred = model.predict(X)

classes = np.argmax(pred, axis=1)

Keras