Intervention in Prediction Measure (IPM) for Random Forests


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Documentation for package ‘IPMRF’ version 1.2

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IPMRF-package Intervention in Prediction Measure (IPM) for Random Forests
ipmgbmnew IPM casewise with gbm object by 'gbm' for new cases, whose responses do not need to be known
ipmparty IPM casewise with CIT-RF by 'party' for OOB samples
ipmpartynew IPM casewise with CIT-RF by 'party' for new cases, whose responses do not need to be known
ipmranger IPM casewise with RF by 'ranger' for OOB samples
ipmrangernew IPM casewise with RF by 'ranger' for new cases, whose responses do not need to be known
IPMRF Intervention in Prediction Measure (IPM) for Random Forests
ipmrf IPM casewise with CART-RF by 'randomForest' for OOB samples
ipmrfnew IPM casewise with CART-RF by 'randomForest' for new cases, whose responses do not need to be known