Run
521016

Run 521016

Task 3712 (Supervised Classification) wind Uploaded 06-02-2016 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
0.8649
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7305
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4801.1712
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.134
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4979
Cross-validation details (10-fold Crossvalidation)
Number of instances
6574
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8659
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.866
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9969
Cross-validation details (10-fold Crossvalidation)
Recall
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2692
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3661
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7337
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.872
UserCPU time millis testing
2.7
UserCPU time millis training
13.172