#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Tue Mar 15 11:09:50 2022

@author: tanu
"""
#%% Data
X = all_df_wtgt[numerical_FN+categorical_FN]
y = all_df_wtgt['mutation_class']
#y = all_df_wtgt['dst_mode']
#%% variables

#%% MultClassPipeSKFCV: function call()
mm_skf_scoresD = MultClassPipeSKFCV(input_df = X
                                        , target = y
                                        , var_type = 'mixed'
                                        , skf_cv = skf_cv)


mm_skf_scores_df_all = pd.DataFrame(mm_skf_scoresD)
mm_skf_scores_df_all
mm_skf_scores_df_test = mm_skf_scores_df_all.filter(like='test_', axis=0)
mm_skf_scores_df_train = mm_skf_scores_df_all.filter(like='train_', axis=0) # helps to see if you trust the results
]