Feature Importance


Get this object: archivist::loadFromLocalRepo(md5hash = "d0c4df572ef6b9dc993e8410cb894608", repoDir = "summaryRMS/repository")


variable dropout_loss
RMS 13vars
_full_model_ 0.2296592
NumTrades90Ever2DerogPubRec 0.2288443
NoValid_NetFractionRevolvingBurden 0.2290966
NoValid_MSinceOldestTradeOpen 0.2293108
MSinceOldestTradeOpen 0.2296231
NoValid_NetFractionInstallBurden 0.2296412
RiskPerformance 0.2296592
NoValid_MSinceMostRecentDelq 0.2298674
No_MSinceMostRecentInqexcl7days 0.2300656
NumTotalTrades 0.2301136
NoValid_NumRevolvingTradesWBalance 0.2302678
NoValid_NumInstallTradesWBalance 0.2304500
NumTrades60Ever2DerogPubRec 0.2304960
MSinceMostRecentTradeOpen 0.2306782
NumInstallTradesWBalance 0.2307863
NoValid_NumBank2NatlTradesWHighUtilization 0.2308103
PercentTradesWBalance 0.2309125
MSinceMostRecentDelq 0.2311267
NetFractionInstallBurden 0.2316973
NumTradesOpeninLast12M 0.2321237
NoBureau 0.2326402
PercentInstallTrades 0.2328584
NoValid_MSinceMostRecentInqexcl7days 0.2330707
NumBank2NatlTradesWHighUtilization 0.2347304
NumRevolvingTradesWBalance 0.2374351
NetFractionRevolvingBurden 0.2393731
MSinceMostRecentInqexcl7days 0.2396414
MaxDelq2PublicRecLast12M 0.2400939
No_MSinceMostRecentDelq 0.2413652
AverageMInFile 0.2417876
PercentTradesNeverDelq 0.2463823
ExternalRiskEstimate 0.2476396
NumInqLast6Mexcl7days 0.2491631
NumSatisfactoryTrades 0.2508349
MaxDelqEver 0.2515316
NumInqLast6M 0.2782569
_baseline_ 0.5071553
GBM 10000
_full_model_ 0.2658122
NoValid_NumBank2NatlTradesWHighUtilization 0.2637000
MSinceMostRecentDelq 0.2638242
PercentInstallTrades 0.2650754
NoValid_MSinceMostRecentDelq 0.2651075
MaxDelqEver 0.2651495
NumBank2NatlTradesWHighUtilization 0.2652496
NoValid_MSinceOldestTradeOpen 0.2655039
RiskPerformance 0.2658122
NoValid_NetFractionRevolvingBurden 0.2658122
NoValid_NumRevolvingTradesWBalance 0.2658122
NumTrades90Ever2DerogPubRec 0.2660865
No_MSinceMostRecentDelq 0.2661585
NoValid_NetFractionInstallBurden 0.2664148
NoValid_NumInstallTradesWBalance 0.2668072
NumTrades60Ever2DerogPubRec 0.2672657
No_MSinceMostRecentInqexcl7days 0.2684849
NumTradesOpeninLast12M 0.2690175
MSinceMostRecentTradeOpen 0.2692257
MSinceOldestTradeOpen 0.2694239
NoValid_MSinceMostRecentInqexcl7days 0.2709414
NumInqLast6Mexcl7days 0.2725271
PercentTradesWBalance 0.2726352
NumTotalTrades 0.2728694
NetFractionInstallBurden 0.2742248
NoBureau 0.2750877
NumInstallTradesWBalance 0.2751518
MaxDelq2PublicRecLast12M 0.2756102
MSinceMostRecentInqexcl7days 0.2770917
NumRevolvingTradesWBalance 0.2783050
ExternalRiskEstimate 0.2802049
PercentTradesNeverDelq 0.2806474
AverageMInFile 0.2815924
NumInqLast6M 0.2836545
NumSatisfactoryTrades 0.2914845
NetFractionRevolvingBurden 0.2943774
_baseline_ 0.5020341
Score Card
_full_model_ 0.2422701
MSinceMostRecentInqexcl7days 0.2391849
RiskPerformance 0.2422701
MSinceMostRecentTradeOpen 0.2422701
NumTrades60Ever2DerogPubRec 0.2422701
NumTrades90Ever2DerogPubRec 0.2422701
MaxDelqEver 0.2422701
NumTotalTrades 0.2422701
NumTradesOpeninLast12M 0.2422701
NumInqLast6Mexcl7days 0.2422701
NetFractionInstallBurden 0.2422701
NumInstallTradesWBalance 0.2422701
PercentTradesWBalance 0.2422701
NoBureau 0.2422701
NoValid_MSinceOldestTradeOpen 0.2422701
NoValid_MSinceMostRecentDelq 0.2422701
No_MSinceMostRecentDelq 0.2422701
No_MSinceMostRecentInqexcl7days 0.2422701
NoValid_NetFractionRevolvingBurden 0.2422701
NoValid_NetFractionInstallBurden 0.2422701
NoValid_NumRevolvingTradesWBalance 0.2422701
NoValid_NumInstallTradesWBalance 0.2422701
NoValid_NumBank2NatlTradesWHighUtilization 0.2422701
MSinceMostRecentDelq 0.2425904
PercentInstallTrades 0.2433112
MSinceOldestTradeOpen 0.2440960
MaxDelq2PublicRecLast12M 0.2441620
NumInqLast6M 0.2449468
NumBank2NatlTradesWHighUtilization 0.2455575
NumRevolvingTradesWBalance 0.2467327
AverageMInFile 0.2468428
NetFractionRevolvingBurden 0.2478478
PercentTradesNeverDelq 0.2485765
NoValid_MSinceMostRecentInqexcl7days 0.2510451
NumSatisfactoryTrades 0.2564726
ExternalRiskEstimate 0.2603466
_baseline_ 0.5046047