Run
6276732

Run 6276732

Task 3891 (Supervised Classification) gina_agnostic Uploaded 28-08-2017 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)_cost0.00278196488284948
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
0.938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7508
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2209.7667
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1943
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
3468
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8754
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8754
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8754
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3887
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3091
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6183
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1245.3404
UserCPU time millis
1539.624
UserCPU time millis testing
23.737
UserCPU time millis training
1515.887