Neural networks

[pasliwa]

No description provided.

[magickris93]

@pasliwa

• It would be a good idea to automate selection of column names. It may be problematic if input data set changes.
• Make sure your code is properly indented. For example :

for el in possible_layer_combinations:
    clf = MLPClassifier(solver='lbfgs', alpha=1e-5,
                    hidden_layer_sizes=el, random_state=1)

• You should get rid of empty cells.

[rlatawiec]

• Make your code PEP8 compliant (mostly lines that are too long)
• Add more validation metrics, accuracy alone doesn't paint the whole picture
• I'd use a premade method for parameter tuning like RandomizedSearchCV from sklearn.model_selection