Data Science Asked by Kanan H Patel on March 19, 2021
I am trying to use RFE with Artificial neural nets but I am getting the error that "’Sequential’ object has no attribute ‘_get_tags’" . Here is my code snippet. Any help would be appreciated.
model_2 = Sequential([
Dense(9, activation='linear'),
Dense(200, activation=tf.keras.layers.LeakyReLU(alpha=0.3)),
Dense(1, activation='linear'),
])
adam = keras.optimizers.Adam(lr=0.0001, beta_1=0.9, beta_2=0.999,epsilon=None, decay=0.0, amsgrad=False)
model_2.compile(optimizer=adam,loss='mse',metrics=['accuracy'])
rfe = RFE(model_2, n_features_to_select=5)
pipeline = Pipeline(steps=[('s',rfe),('m',model_2)])
hist_2 = pipeline.fit(X2_train.iloc[:,10:20].values, y2_train.iloc[:,1].to_numpy(),
m__batch_size=10, m__epochs=4000,
m__validation_data=(X2_test.iloc[:,10:20].values, y2_test.iloc[:,1]))
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