Run
1873816

Run 1873816

Task 3903 (Supervised Classification) pc3 Uploaded 29-03-2017 by Philipp Probst
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost1.00493186782343
mlr.classif.svm(7)_gamma0.278900959751176
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
0.7948
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8576
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0797
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-128.0307
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1651
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1842
Cross-validation details (10-fold Crossvalidation)
Number of instances
1563
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8932
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8932
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8966
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2911
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9603
Cross-validation details (10-fold Crossvalidation)