Run
514648

Run 514648

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

classif.gbm(3)Learner classif.gbm from package(s) gbm.
classif.gbm(3)_seed1
classif.gbm(3)_kindMersenne-Twister
classif.gbm(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
0.7125
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4227
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4231
Cross-validation details (10-fold Crossvalidation)
KB relative information score
313.718
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0296
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
0.4227
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7233
Cross-validation details (10-fold Crossvalidation)
Recall
0.4531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5742
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1719
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0722
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
19.083
UserCPU time millis testing
0.18
UserCPU time millis training
18.903