Run
7828628

Run 7828628

Task 3896 (Supervised Classification) ada_agnostic Uploaded 10-09-2017 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)_cost0.0114590085905621
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
0.89
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8362
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5467
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1770.9407
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2214
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8356
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8428
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.8428
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5934
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3335
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.772
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.6481
UserCPU time millis
103.516
UserCPU time millis testing
0.697
UserCPU time millis training
102.819