Run
516846

Run 516846

Task 3846 (Supervised Classification) cmc Uploaded 29-01-2016 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
0.6687
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6798
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3424
Cross-validation details (10-fold Crossvalidation)
KB relative information score
509.6519
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.317
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4894
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.68
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.683
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9846
Cross-validation details (10-fold Crossvalidation)
Recall
0.683
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6479
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4946
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5631
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1383
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
123.893
UserCPU time millis testing
30.4
UserCPU time millis training
93.493