Run
572780

Run 572780

Task 3518 (Supervised Classification) tr45.wc Uploaded 12-05-2016 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
0.8067
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6863
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6303
Cross-validation details (10-fold Crossvalidation)
KB relative information score
425.7003
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0609
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7877
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6957
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.0415
Cross-validation details (10-fold Crossvalidation)
Recall
0.6957
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3538
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2932
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2467
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8415
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
331.673
UserCPU time millis testing
71.742
UserCPU time millis training
259.931