Run
1815894

Run 1815894

Task 42 (Supervised Classification) haberman Uploaded 09-09-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.ksvm(4)Learner mlr.classif.ksvm from package(s) kernlab.
mlr.classif.ksvm(4)_typespoc-svc
mlr.classif.ksvm(4)_fitFALSE
mlr.classif.ksvm(4)_openml.seed1
mlr.classif.ksvm(4)_openml.kindMersenne-Twister
mlr.classif.ksvm(4)_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
0.5825
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7012
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1914
Cross-validation details (10-fold Crossvalidation)
KB relative information score
71.2909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2712
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
0.695
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7288
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7288
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6955
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5208
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1805
Cross-validation details (10-fold Crossvalidation)