Run
522680

Run 522680

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_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
0.5381
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1861
Cross-validation details (10-fold Crossvalidation)
KB relative information score
565.6452
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.292
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5192
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.562
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.562
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5404
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2407
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
38.866
UserCPU time millis testing
1.582
UserCPU time millis training
37.284