OpenML
6357295

Run 6357295

Task 145853 (Supervised Classification) madelon Uploaded 29-08-2017 by OpenML_Bot R
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost60.6440758050943
mlr.classif.svm(6)_kernellinear
mlr.classif.svm(6)_openml.seed1
mlr.classif.svm(6)_openml.kindMersenne-Twister
mlr.classif.svm(6)_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.

21 Evaluation measures

Area under ROC curve
0.5872
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5595
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1223
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.4826
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4945
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
2600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5621
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5612
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.5612
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9889
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4959
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9917
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1319.6509
UserCPU time millis
10300.565
UserCPU time millis testing
7.856
UserCPU time millis training
10292.709