Run
508417

Run 508417

Task 3497 (Supervised Classification) grub-damage Uploaded 27-01-2016 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
0.609
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4197
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.218
Cross-validation details (10-fold Crossvalidation)
KB relative information score
45.1502
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2774
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3638
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4262
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4452
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9281
Cross-validation details (10-fold Crossvalidation)
Recall
0.4452
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7626
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4263
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5267
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2355
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.447
UserCPU time millis testing
0.105
UserCPU time millis training
0.342