Run
1874142

Run 1874142

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)_cost480.232168527129
mlr.classif.svm(7)_gamma0.0815654423050329
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
0.9427
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.755
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9770.7402
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1737
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
0.8922
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9135
Cross-validation details (10-fold Crossvalidation)
Recall
0.8908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3936
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4697
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2893
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6159
Cross-validation details (10-fold Crossvalidation)