Run
4382218

Run 4382218

Task 3889 (Supervised Classification) sylva_agnostic Uploaded 05-07-2017 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)_cost0.00812006626579058
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
0.9902
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.974
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9156.8011
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0393
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1156
Cross-validation details (10-fold Crossvalidation)
Number of instances
14395
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9749
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3338
Cross-validation details (10-fold Crossvalidation)
Recall
0.9749
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.34
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2403
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5724
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.2746
UserCPU time millis
934.565
UserCPU time millis testing
8.886
UserCPU time millis training
925.679