Run
572619

Run 572619

Task 3504 (Supervised Classification) webdata_wXa Uploaded 11-05-2016 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
0.7288
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8242
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4996
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17889.4992
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1672
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3648
Cross-validation details (10-fold Crossvalidation)
Number of instances
36974
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8233
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8328
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7951
Cross-validation details (10-fold Crossvalidation)
Recall
0.8328
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4582
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4271
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4089
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9573
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4454.251
UserCPU time millis testing
79.754
UserCPU time millis training
4374.497