Run
1815907

Run 1815907

Task 42 (Supervised Classification) haberman Uploaded 09-09-2016 by Jakob Bossek
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Flow

mlr.classif.ksvm(5)Learner mlr.classif.ksvm from package(s) kernlab.
mlr.classif.ksvm(5)_typekbb-svc
mlr.classif.ksvm(5)_fitFALSE
mlr.classif.ksvm(5)_openml.seed1
mlr.classif.ksvm(5)_openml.kindMersenne-Twister
mlr.classif.ksvm(5)_openml.normal.kindInversion

Result files

xml
Description

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

arff
Predictions

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

17 Evaluation measures

Area under ROC curve
0.58
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7062
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1984
Cross-validation details (10-fold Crossvalidation)
KB relative information score
88.1987
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2516
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7151
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7484
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7484
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6452
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5016
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.137
Cross-validation details (10-fold Crossvalidation)