Run
510819

Run 510819

Task 3813 (Supervised Classification) arsenic-female-lung Uploaded 27-01-2016 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
0.7895
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7265
Cross-validation details (10-fold Crossvalidation)
KB relative information score
363.8637
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0143
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0672
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9859
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9857
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.222
Cross-validation details (10-fold Crossvalidation)
Recall
0.9857
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2129
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1812
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6602
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.559
UserCPU time millis testing
0.08
UserCPU time millis training
0.479