Run
517888

Run 517888

Task 3783 (Supervised Classification) fri_c2_500_50 Uploaded 30-01-2016 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(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(5)_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
0.8798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8874
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7664
Cross-validation details (10-fold Crossvalidation)
KB relative information score
382.5283
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.112
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4839
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8879
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.888
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9767
Cross-validation details (10-fold Crossvalidation)
Recall
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2315
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4918
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3347
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6804
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
34.903
UserCPU time millis testing
2.602
UserCPU time millis training
32.301