Run
1815150

Run 1815150

Task 7306 (Supervised Classification) iris Uploaded 09-09-2016 by Bernd Bischl
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Flow

mlr.classif.ksvm(2)Learner mlr.classif.ksvm from package(s) kernlab.
mlr.classif.ksvm(2)_typespoc-svc
mlr.classif.ksvm(2)_fitFALSE
mlr.classif.ksvm(2)_openml.seed1
mlr.classif.ksvm(2)_openml.kindMersenne-Twister
mlr.classif.ksvm(2)_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
0.965
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.8667
Cross-validation details (10-fold Crossvalidation)
F measure
0.9533
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.93
Cross-validation details (10-fold Crossvalidation)
KB relative information score
140.4165
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0311
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
150
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9534
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9533
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9533
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.07
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1764
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Total cost
130
Cross-validation details (10-fold Crossvalidation)