Run
1873827

Run 1873827

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)_cost246.953552160268
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree2
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
0.6806
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8486
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0025
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-68.4939
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1807
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
0.8056
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8964
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.478
Cross-validation details (10-fold Crossvalidation)
Recall
0.8964
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9812
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3009
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9927
Cross-validation details (10-fold Crossvalidation)