fix
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@ -21,14 +21,14 @@ x_train, x_test, y_train, y_test = train_test_split(x,y , test_size=0.2,train_si
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def regression_model():
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model = Sequential()
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model.add(Dense(32,activation = "relu", input_shape = (x_train.shape[1],)))
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model.add(Dense(64,activation = "relu"))
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model.add(Dense(16,activation = "relu", input_shape = (x_train.shape[1],)))
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model.add(Dense(32,activation = "relu"))
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model.add(Dense(1,activation = "relu"))
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model.compile(optimizer = "adam", loss = "mean_squared_error")
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return model
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model = regression_model()
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model.fit(x_train, y_train, epochs = 600, verbose = 1)
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model.fit(x_train, y_train, epochs = 40, verbose = 1)
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model.save('wine_model')
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