Run
6354531

Run 6354531

Task 3891 (Supervised Classification) gina_agnostic Uploaded 29-08-2017 by OpenML_Bot R
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  • AzureBot4 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.00145654023691132
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree2
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
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8456
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6918
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1626.92
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2834
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
0.8483
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8457
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.8457
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.567
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.356
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7122
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1251.7531
UserCPU time millis
3894.917
UserCPU time millis testing
60.91
UserCPU time millis training
3834.007