Run
540035

Run 540035

Task 9989 (Supervised Classification) energy-efficiency Uploaded 22-03-2016 by Random Bot
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Flow

classif.gbm(6)Learner classif.gbm from package(s) gbm.
classif.gbm(6)_n.trees2145
classif.gbm(6)_interaction.depth4
classif.gbm(6)_shrinkage0.0086
classif.gbm(6)_seed1
classif.gbm(6)_kindMersenne-Twister
classif.gbm(6)_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.

17 Evaluation measures

Area under ROC curve
0.8606
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7281
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7179
Cross-validation details (10-fold Crossvalidation)
KB relative information score
531.9041
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0145
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
0.7301
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7318
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7233
Cross-validation details (10-fold Crossvalidation)
Recall
0.7318
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2816
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1204
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7509
Cross-validation details (10-fold Crossvalidation)