def undo():
for S in Parameters.S_values:
Filefunctions.delete(Name_functions.S_GRAEC_enumeration_folder(S))
Filefunctions.delete(Name_functions.S_naive_test_predictions(S))
Filefunctions.delete(Name_functions.S_recent_test_predictions(S))
STEP6_Global_Scoring.undo()
# This script runs all other scripts in the project. MS stands for Moment / S, since experiments differ in the moment in
# in the process when the prediction takes place, and the subset period length S
def print_state(s):
print('-' * 25)
print(s)
print('-' * 25)
if Parameters.Demo:
print('Running Demo')
print_state('Building Dataset')
# Remove old folder
Filefunctions.delete(Parameters.root_location)
# Create new folder
Filefunctions.make_directory(Parameters.root_location)
DEMO_CREATE_EVENTLOG.run()
else:
print('Running Real Dataset')
print_state('Splitting and labeling event log')
STEP0_Split_And_Label.run()
# Reduce the size of the data set if needed
print_state('Reducing Data Size')
STEP1_Reducing_Class_Sizes.run()
# Train all models
print_state('Training')
def undo():
Filefunctions.delete(Name_functions.results_folder())
STEP8_Over_Time_Scoring.undo()
def undo():
for S in Parameters.S_values:
Filefunctions.delete(Name_functions.S_score_folder(S))
STEP7_Global_Results.undo()
def undo():
Filefunctions.delete(Name_functions.parameter_evaluation_data_folder())
STEP9_Over_Time_Results.undo()