event.1 event.2
AMOUNT 0.2455 0.0108
INSTALL_RATE 0.0535 0.0239
FOREIGN 0.0413 0.0640
PROPERTY 0.0390 0.0016
HISTORY 0.0278 0.0279
AGE 0.0169 0.0323
NUM_CREDITS 0.0168 0.0156
OTHER_INSTALL 0.0136 -0.0174
RESIDENCE 0.0096 -0.0105
GUARANTOR 0.0095 0.0094
JOB 0.0087 0.0087
CHK_ACCT 0.0079 -0.0035
PRESENT_RESIDENT 0.0070 -0.0086
NUM_DEPENDENTS 0.0062 0.0018
COAPPLICANT 0.0054 0.0072
EMPLOYMENT 0.0037 0.0014
PURPOSE 0.0021 0.0071
TELEPHONE 0.0010 0.0148
SEX 0.0009 0.0141
SAV_ACCT -0.0014 -0.0093
Does event 1 belong to outcome 0? Or does it belong to outcome 1 (failure)?
I made a feature importance chart recently. I want to make sure I am reading it correctly in R.
fit <- rfsrc(Surv(DURATION,DEFAULT) ~ .,
data = CD,
ntree = 500,
importance = TRUE,
nsplit = 5)
plot(fit)