Run
517837

Run 517837

Task 3751 (Supervised Classification) fri_c0_500_50 Uploaded 30-01-2016 by Rafael Gomes Mantovani
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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
0.8411
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8417
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6833
Cross-validation details (10-fold Crossvalidation)
KB relative information score
341.868
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.158
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4997
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.842
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9996
Cross-validation details (10-fold Crossvalidation)
Recall
0.842
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3162
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3975
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7952
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
36.43
UserCPU time millis testing
2.73
UserCPU time millis training
33.7