Run
523356

Run 523356

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

classif.probit(5)Learner classif.probit from package(s) stats.
classif.probit(5)_seed1
classif.probit(5)_kindMersenne-Twister
classif.probit(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
0.7262
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.738
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4608
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21074.6654
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2587
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
0.7399
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7413
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7413
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5295
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5087
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0291
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
24.987
UserCPU time millis testing
0.089
UserCPU time millis training
24.898