Run
5156113

Run 5156113

Task 146082 (Supervised Classification) musk Uploaded 09-07-2017 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)_cost0.725945593590636
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
0.9928
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8689
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5313.4239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0488
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2608
Cross-validation details (10-fold Crossvalidation)
Number of instances
6598
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.967
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6204
Cross-validation details (10-fold Crossvalidation)
Recall
0.967
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1871
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3611
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1583
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4384
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1229.2409
UserCPU time millis
553.322
UserCPU time millis testing
4.495
UserCPU time millis training
548.827