Run
513223

Run 513223

Task 3720 (Supervised Classification) fri_c4_500_10 Uploaded 28-01-2016 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
0.8824
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8857
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7684
Cross-validation details (10-fold Crossvalidation)
KB relative information score
384.1838
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.114
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4946
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8862
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.886
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9922
Cross-validation details (10-fold Crossvalidation)
Recall
0.886
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2305
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.679
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
29.035
UserCPU time millis testing
4.214
UserCPU time millis training
24.821