Run
512249

Run 512249

Task 3560 (Supervised Classification) analcatdata_dmft 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
0.525
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2063
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0503
Cross-validation details (10-fold Crossvalidation)
KB relative information score
103.8917
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2622
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2774
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2113
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2133
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5803
Cross-validation details (10-fold Crossvalidation)
Recall
0.2133
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9453
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3724
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5121
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.375
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.983
UserCPU time millis testing
0.434
UserCPU time millis training
1.549