Run
516775

Run 516775

Task 9906 (Supervised Classification) autoUniv-au7-1100 Uploaded 29-01-2016 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
0.5928
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3599
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1898
Cross-validation details (10-fold Crossvalidation)
KB relative information score
295.2694
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2487
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.391
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3782
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.3782
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7886
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4987
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2559
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.778
UserCPU time millis testing
0.794
UserCPU time millis training
1.984