Run
523810

Run 523810

Task 3600 (Supervised Classification) ailerons Uploaded 11-02-2016 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
0.8768
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7548
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10349.1929
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1196
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4884
Cross-validation details (10-fold Crossvalidation)
Number of instances
13750
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8804
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9832
Cross-validation details (10-fold Crossvalidation)
Recall
0.8804
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2448
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4942
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3458
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6997
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
163.368
UserCPU time millis testing
6.818
UserCPU time millis training
156.55