Research Article

Novel Key Indicators Selection Method of Financial Fraud Prediction Model Based on Machine Learning Hybrid Mode

Table 3

Parameters list of machine learning model.

NoModel nameParameters
NameValue

1LRpenaltyL1
C1.0
solverliblinear
multi_classover
2RFn_estimators10
max_features20
splitterbest
3XGBoostboostergbtree
max_depth6
learning_rate0.3
4DTn_estimators10
splitterbest
max_depth3