Run
514673

Run 514673

Task 9990 (Supervised Classification) energy-efficiency Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(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
0.5306
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0676
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0609
Cross-validation details (10-fold Crossvalidation)
KB relative information score
62.4128
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0476
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.05
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0997
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.0964
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7568
Cross-validation details (10-fold Crossvalidation)
Recall
0.0964
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9503
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1581
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2181
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3794
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.516
UserCPU time millis testing
0.664
UserCPU time millis training
3.852