Run
521397

Run 521397

Task 9893 (Supervised Classification) hill-valley Uploaded 06-02-2016 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
0.542
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5293
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0837
Cross-validation details (10-fold Crossvalidation)
KB relative information score
97.8427
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4596
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5466
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5404
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9999
Cross-validation details (10-fold Crossvalidation)
Recall
0.5404
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9192
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6779
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3559
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.472
UserCPU time millis testing
0.532
UserCPU time millis training
5.94