#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Sat May 28 05:25:30 2022

@author: tanu
"""
import os, sys

def MyGlobalVars():
    global gene
    global drug 
    global homedir
    gene  = 'pncA'
    drug  = 'pyrazinamide'
    homedir = os.path.expanduser("~")
    
MyGlobalVars()

os.chdir(homedir + "/git/ML_AI_training/")

# my function
from UQ_MultClassPipe4 import MultClassPipeSKFCV
from UQ_pnca_ML.py import *

#from scriptsfymcn import run_all_ML


# YC_resD2 = run_all_ML(input_pd=X, target_label=y, blind_test_input_df=X_bts, blind_test_target=y_bts, preprocess = True, var_type = 'mixed')

# CVResultsDF = YC_resD2['CrossValResultsDF']
# CVResultsDF.sort_values(by=['matthew'], ascending=False, inplace=True)
# BTSResultsDF = YC_resD2['BlindTestResultsDF']
# BTSResultsDF.sort_values(by=['matthew'], ascending=False, inplace=True)