Run
572452

Run 572452

Task 3527 (Supervised Classification) oh0.wc Uploaded 09-05-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(8)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(8)_fitFALSE
classif.ksvm(8)_openml.seed1
classif.ksvm(8)_openml.kindMersenne-Twister
classif.ksvm(8)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7191
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6716
Cross-validation details (10-fold Crossvalidation)
KB relative information score
665.0585
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0558
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1749
Cross-validation details (10-fold Crossvalidation)
Number of instances
1003
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8358
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7208
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.1536
Cross-validation details (10-fold Crossvalidation)
Recall
0.7208
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3191
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2957
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2363
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.799
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
151.763
UserCPU time millis testing
28.359
UserCPU time millis training
123.404