Run
466507

Run 466507

Task 8 (Supervised Classification) liver-disorders Uploaded 18-07-2015 by Florian Pfisterer
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Flow

classif.ksvm(1)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(1)_fitFALSE

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.6539
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6701
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3199
Cross-validation details (10-fold Crossvalidation)
KB relative information score
116.7349
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3188
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4874
Cross-validation details (10-fold Crossvalidation)
Number of instances
345
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6787
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6812
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9818
Cross-validation details (10-fold Crossvalidation)
Recall
0.6812
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6542
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5647
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1439
Cross-validation details (10-fold Crossvalidation)