# -*- coding: utf-8 -*- """ Created on Fri Dec 11 10:28:52 2020 @author: s1430 """ from keras.models import Sequential from keras.layers import Dense, Dropout from keras.layers import Embedding from keras.layers import LSTM model = Sequential() model.add(Embedding(max_features, output_dim=256)) model.add(LSTM(128)) model.add(Dropout(0.5)) model.add(Dense(1, activation="sigmoid")) model.compile8(loss="binary_crossentropy", optimizer="rmsprop", metrics=["accuracy"]) model.fit(x_train, y_train, batch_size=16, epochs=10) score = model.evaluate(x_test, y_test, batch_size=16)