Run
516155

Run 516155

Task 3781 (Supervised Classification) fri_c4_250_50 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
0.5986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6023
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1983
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.1704
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.396
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4968
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6022
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9955
Cross-validation details (10-fold Crossvalidation)
Recall
0.604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7971
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4984
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6293
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2626
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.853
UserCPU time millis testing
0.161
UserCPU time millis training
0.692