Run
523856

Run 523856

Task 3485 (Supervised Classification) scene Uploaded 11-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_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
0.807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9157
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6969
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1634.9901
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0785
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2942
Cross-validation details (10-fold Crossvalidation)
Number of instances
2407
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9204
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9215
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6786
Cross-validation details (10-fold Crossvalidation)
Recall
0.9215
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2669
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3834
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2802
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7309
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
41.152
UserCPU time millis testing
1.142
UserCPU time millis training
40.01