Run
521088

Run 521088

Task 3584 (Supervised Classification) fri_c4_1000_100 Uploaded 06-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.8442
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8517
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6972
Cross-validation details (10-fold Crossvalidation)
KB relative information score
698.9093
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.147
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4918
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8546
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.853
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9882
Cross-validation details (10-fold Crossvalidation)
Recall
0.853
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2989
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7732
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
109.726
UserCPU time millis testing
6.362
UserCPU time millis training
103.364