Run
514660

Run 514660

Task 9989 (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
0.6893
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3348
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
263.0536
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0316
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
0.3185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4154
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7233
Cross-validation details (10-fold Crossvalidation)
Recall
0.4154
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6139
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1604
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1778
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1086
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.97
UserCPU time millis testing
0.411
UserCPU time millis training
3.559