Run
572701

Run 572701

Task 3524 (Supervised Classification) fbis.wc 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
0.8188
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6818
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6515
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1529.5517
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0351
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1047
Cross-validation details (10-fold Crossvalidation)
Number of instances
2463
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7654
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.702
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.5848
Cross-validation details (10-fold Crossvalidation)
Recall
0.702
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3347
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2288
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1872
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8183
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1339.102
UserCPU time millis testing
264.083
UserCPU time millis training
1075.019