Run
6361872

Run 6361872

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)_cost0.328148925378826
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree4
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
0.9282
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.793
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5911
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1659.8778
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2754
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
0.8142
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7964
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7964
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.551
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3575
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7152
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1295.1236
UserCPU time millis
3255.382
UserCPU time millis testing
54.146
UserCPU time millis training
3201.236