Run
6352293

Run 6352293

Task 3891 (Supervised Classification) gina_agnostic 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)_cost0.00279659805152178
mlr.classif.svm(6)_kernelpolynomial
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
0.8857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7724
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5515
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1182.6271
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.346
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
0.7963
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7768
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7768
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6921
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3955
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7911
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.9268
UserCPU time millis
3369.785
UserCPU time millis testing
52.23
UserCPU time millis training
3317.555