Run
528353

Run 528353

Task 9989 (Supervised Classification) energy-efficiency Uploaded 01-03-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_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
0.7734
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.517
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.544
Cross-validation details (10-fold Crossvalidation)
KB relative information score
394.6846
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0234
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
0.5079
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7233
Cross-validation details (10-fold Crossvalidation)
Recall
0.5677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4539
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1529
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9533
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
612756.424
UserCPU time millis testing
0.03
UserCPU time millis training
612756.394