I’m not familiar with your Keras implementation (and you might get a better answer on StackOverflow  ).
That being said, I’m a bit confused by the output metric for your neural network.
Your model seems to have one output neuron, which implies it should be able to predict two classes (positive and negative).
How are you creating the result table and are you sure you are passing the expected format?