Run
523342

Run 523342

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

classif.glmboost(3)Learner classif.glmboost from package(s) mboost.
classif.glmboost(3)_familyBinomial
classif.glmboost(3)_mmstop
classif.glmboost(3)_seed1
classif.glmboost(3)_kindMersenne-Twister
classif.glmboost(3)_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
0.735
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7503
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.487
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22658.233
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2418
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
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7582
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7582
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4949
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4918
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9949
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
22.43
UserCPU time millis testing
0.081
UserCPU time millis training
22.349