Run
517537

Run 517537

Task 7548 (Supervised Classification) PizzaCutter1 Uploaded 29-01-2016 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
0.5096
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8873
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0349
Cross-validation details (10-fold Crossvalidation)
KB relative information score
175.9259
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0772
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.146
Cross-validation details (10-fold Crossvalidation)
Number of instances
661
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9288
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9228
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.402
Cross-validation details (10-fold Crossvalidation)
Recall
0.9228
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5284
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2692
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2778
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0317
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.35
UserCPU time millis testing
0.276
UserCPU time millis training
1.074