ML_AccountingFraud/sample_script.py at main · hkalager/ML_AccountingFraud · GitHub

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
# -*- coding: utf-8 -*-
"""
Spyder Editor

This is a temporary script file.
"""

from MLFraud_module import ML_Fraud as mf


def _main():
    # a=mf()
    # a.mc_analysis(adjust_serial='biased')
    # a.mc_analysis(adjust_serial=True)
    # a.mc_analysis(adjust_serial=False)

    a = mf(cv_type='kfold', cv_flag=False, adjust_serial=True)
    a.analyse_raw()
    # a.analyse_ratio()
    # a.analyse_fk()

    # a=mf(cv_type='temp',cv_flag=False,adjust_serial=True)
    # a.analyse_raw()
    # a.analyse_ratio()
    # a.analyse_fk()

    # a=mf(cv_type='temp',cv_flag=False,adjust_serial=False)
    # a.analyse_raw()
    # a.analyse_ratio()
    # a.analyse_fk()

    # a=mf(cv_type='temp',cv_flag=False,adjust_serial=False)
    # a.analyse_raw()
    # a.analyse_ratio()
    # a.analyse_fk()

    # for gap in [1,2]:
    #     a=mf(OOS_gap=gap)
    #     a.analyse_ratio()
    #     a.analyse_raw()
    #     a.analyse_fk()
    pass


if __name__ == "__main__":
    _main()