Run
514659

Run 514659

Task 9989 (Supervised Classification) energy-efficiency 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
0.8745
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7528
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7466
Cross-validation details (10-fold Crossvalidation)
KB relative information score
556.7166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.013
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0515
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7516
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7591
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7233
Cross-validation details (10-fold Crossvalidation)
Recall
0.7591
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2529
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1141
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7116
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
159.886
UserCPU time millis testing
12.09
UserCPU time millis training
147.796