Run
1841753

Run 1841753

Task 125968 (Supervised Classification) SpeedDating Uploaded 01-12-2016 by John Doe
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Flow

mlr.weightedclasses.classif.ksvm.preproc(1)Learner mlr.weightedclasses.classif.ksvm.preproc from package(s) kernlab.
mlr.weightedclasses.classif.ksvm.preproc(1)_wcw.weight0.02
mlr.weightedclasses.classif.ksvm.preproc(1)_fitFALSE
mlr.weightedclasses.classif.ksvm.preproc(1)_openml.seed1
mlr.weightedclasses.classif.ksvm.preproc(1)_openml.kindMersenne-Twister
mlr.weightedclasses.classif.ksvm.preproc(1)_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
0.5024
Per class
Cross-validation details (10-fold Crossvalidation)
Average cost
0.8312
Cross-validation details (10-fold Crossvalidation)
F measure
0.0548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0016
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-22483.04
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.8312
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2752
Cross-validation details (10-fold Crossvalidation)
Number of instances
8378
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8625
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1688
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6457
Cross-validation details (10-fold Crossvalidation)
Recall
0.1688
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
3.0202
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3709
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.9117
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.458
Cross-validation details (10-fold Crossvalidation)
Total cost
6964
Cross-validation details (10-fold Crossvalidation)