Run
519345

Run 519345

Task 10099 (Supervised Classification) PieChart3 Uploaded 04-02-2016 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
0.5123
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8238
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0409
Cross-validation details (10-fold Crossvalidation)
KB relative information score
280.9631
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1253
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2184
Cross-validation details (10-fold Crossvalidation)
Number of instances
1077
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8243
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8747
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5739
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3301
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.354
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0727
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.552
UserCPU time millis testing
0.102
UserCPU time millis training
1.45