Credit-default-prediction-MLP-SVM-master.zip （58个子文件） 
Credit-default-prediction-MLP-SVM-master 
LICENSE 1KB README.md 1KB Comparative study on Multilayer Perceptron and Support Vector Machine Matlab code All MLP models Training in original dataset MLP all features MLP_baseline.m 3KB
credit_default_processed.xlsx 4.17MB MLP_gridsearch_3hidden_25nodes_allfeats_original.asv 6KB MLP_gridsearch_2hidden_25nodes_allfeats_original.asv 5KB MLP_gridsearch_2hidden_25nodes_allfeats_original.m 6KB MLP_gridsearch_1hidden_25nodes_allfeats_original.m 6KB MLP_gridsearch_3hidden_25nodes_allfeats_original.m 6KB cohens_kappa.m 793B f1_score.m 428B MLP most important features credit_default_processed.xlsx 4.17MB MLP_gridsearch_1hidden_15nodes_15feats_original.m 5KB MLP_gridsearch_2hidden_13nodes_15feats_original.m 5KB MLP_gridsearch_3hidden_13nodes_15feats_original.m 5KB credit_default_15_best_features_original.xlsx 2.26MB cohens_kappa.m 793B f1_score.m 427B Training in borderline smote dataset credit_default_brdlSMOTE(15_best_features_original).xlsx 4.29MB MLP_gridsearch_3hidden_13nodes_15feats_brdlsmote.m 6KB credit_default_15_best_features_original.xlsx 2.26MB cohens_kappa.m 793B f1_score.m 427B Training in adasyn dataset MLP_gridsearch_3hidden_13nodes_15feats_adasyn.m 6KB credit_default_15_best_features_original.xlsx 2.26MB credit_default_ADASYN(15_best_features_original).xlsx 4.23MB cohens_kappa.m 793B f1_score.m 427B Best SVM - Best MLP Best SVM credit_default_processed.xlsx 4.17MB credit_default_ADASYN(all_features).xlsx 9.06MB SVM_bayesopt_linear_kernel_allfeats_adasyn.m 5KB cohens_kappa.m 793B f1_score.m 427B Best MLP credit_default_brdlSMOTE(15_best_features_original).xlsx 4.29MB MLP_gridsearch_3hidden_13nodes_15feats_brdlsmote.m 8KB credit_default_15_best_features_original.xlsx 2.26MB cohens_kappa.m 793B f1_score.m 427B All SVM models Training in original dataset SVM all features credit_default_processed.xlsx 4.17MB SVM_bayesopt_polynomial_kernel_allfeats_original.m 3KB SVM_bayesopt_linear_kernel_allfeats_original.m 3KB SVM_bayesopt_rbf_kernel_allfeats_original.m 3KB SVM_baseline_original.m 2KB cohens_kappa.m 793B f1_score.m 427B Training in borderline smote dataset credit_default_processed.xlsx 4.17MB credit_default_brdlSMOTE(all_features).xlsx 8.87MB SVM_bayesopt_linear_kernel_allfeats_brdl_smote.m 4KB cohens_kappa.m 793B f1_score.m 427B Training in adasyn dataset credit_default_processed.xlsx 4.17MB credit_default_ADASYN(all_features).xlsx 9.06MB SVM_bayesopt_linear_kernel_allfeats_adasyn.m 4KB cohens_kappa.m 793B f1_score.m 427B Feature selection - RELIEF credit_default_feature_selection.m 1KB credit_default_processed.xlsx 4.17MB
Project report.pdf 570KB资源评论
