Run
522229

Run 522229

Task 9972 (Supervised Classification) kr-vs-k Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_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
0.7131
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4268
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12393.1291
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0565
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Number of instances
28056
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4754
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4917
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5053
Cross-validation details (10-fold Crossvalidation)
Recall
0.4917
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5675
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2231
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0654
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1566.356
UserCPU time millis testing
62.646
UserCPU time millis training
1503.71