Run
1874130

Run 1874130

Task 3899 (Supervised Classification) mozilla4 Uploaded 29-03-2017 by Philipp Probst
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost18.0142986859457
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree4
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
0.8757
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8107
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5612
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5568.9388
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2949
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4412
Cross-validation details (10-fold Crossvalidation)
Number of instances
15545
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8143
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8174
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.8174
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6684
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7807
Cross-validation details (10-fold Crossvalidation)