Run
513248

Run 513248

Task 3733 (Supervised Classification) fri_c2_500_10 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(4)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(4)_fitFALSE
classif.ksvm(4)_seed1
classif.ksvm(4)_kindMersenne-Twister
classif.ksvm(4)_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
0.7654
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7716
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5327
Cross-validation details (10-fold Crossvalidation)
KB relative information score
265.0228
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.228
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4897
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7714
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.772
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9851
Cross-validation details (10-fold Crossvalidation)
Recall
0.772
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4656
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.965
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.523
UserCPU time millis testing
0.079
UserCPU time millis training
0.444