Run
1855906

Run 1855906

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 27-03-2017 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)_cost0.00903067326173117
mlr.classif.svm(7)_kernelpolynomial
mlr.classif.svm(7)_degree5
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
0.9779
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9486
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4981
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4643.6029
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9503
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9557
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9557
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6399
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1927
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8018
Cross-validation details (10-fold Crossvalidation)