25 lines
767 B
Python
25 lines
767 B
Python
#!/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
|
|
]
|