OpenML
1867919

Run 1867919

Task 9970 (Supervised Classification) hill-valley Uploaded 28-03-2017 by Philipp Probst
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost1.11635970694435
mlr.classif.svm(7)_kernellinear
mlr.classif.svm(7)_openml.seed1
mlr.classif.svm(7)_openml.kindMersenne-Twister
mlr.classif.svm(7)_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
0.7929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6157
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3102
Cross-validation details (10-fold Crossvalidation)
KB relative information score
183.2727
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4321
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
1212
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7629
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6551
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.6551
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8641
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4562
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9125
Cross-validation details (10-fold Crossvalidation)