Run
523797

Run 523797

Task 2146 (Supervised Classification) BNG(cmc) Uploaded 11-02-2016 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
0.6619
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5661
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3252
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20949.1738
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2867
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4307
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5673
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.57
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5387
Cross-validation details (10-fold Crossvalidation)
Recall
0.57
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6655
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5354
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1537
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5801.961
UserCPU time millis testing
171.181
UserCPU time millis training
5630.78