Run
523267

Run 523267

Task 3686 (Supervised Classification) house_16H Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8646
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7443
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16641.2032
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1044
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4168
Cross-validation details (10-fold Crossvalidation)
Number of instances
22784
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8942
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8956
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8764
Cross-validation details (10-fold Crossvalidation)
Recall
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2505
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4565
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7079
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3743.457
UserCPU time millis testing
584.462
UserCPU time millis training
3158.995