Run
523040

Run 523040

Task 3840 (Supervised Classification) letter Uploaded 10-02-2016 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
0.9317
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9942
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9226
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17829.0773
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0057
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9944
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9944
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9944
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0752
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3806
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.171
UserCPU time millis testing
1.229
UserCPU time millis training
13.942