Run
514650

Run 514650

Task 9989 (Supervised Classification) energy-efficiency Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.J48(20)Learner classif.J48 from package(s) RWeka.
classif.J48(20)_seed1
classif.J48(20)_kindMersenne-Twister
classif.J48(20)_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
0.8439
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6898
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.685
Cross-validation details (10-fold Crossvalidation)
KB relative information score
510.1991
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0162
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
0.6875
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7005
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7233
Cross-validation details (10-fold Crossvalidation)
Recall
0.7005
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3145
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1272
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7934
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.738
UserCPU time millis testing
1.905
UserCPU time millis training
2.833