Run
515641

Run 515641

Task 3567 (Supervised Classification) collins Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(4)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(4)_fitFALSE
classif.ksvm(4)_seed1
classif.ksvm(4)_kindMersenne-Twister
classif.ksvm(4)_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
0.9188
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8391
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8383
Cross-validation details (10-fold Crossvalidation)
KB relative information score
409.7425
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0195
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1212
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8341
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.854
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6642
Cross-validation details (10-fold Crossvalidation)
Recall
0.854
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1607
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.246
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1395
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5671
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.31
UserCPU time millis testing
1.521
UserCPU time millis training
2.789