Run
516812

Run 516812

Task 23 (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
0.6304
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5213
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2576
Cross-validation details (10-fold Crossvalidation)
KB relative information score
463.7721
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3168
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5194
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5248
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5248
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5629
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2128
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
149.535
UserCPU time millis testing
36.152
UserCPU time millis training
113.383