Run
523359

Run 523359

Task 219 (Supervised Classification) electricity Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.8938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8979
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7906
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35765.0459
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1019
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8979
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2086
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6459
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
374.517
UserCPU time millis testing
4.967
UserCPU time millis training
369.55