Run
8473845

Run 8473845

Task 145854 (Supervised Classification) nomao Uploaded 05-11-2017 by OpenML_Bot R
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  • AzureBot20 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.svm(6)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(6)_cost0.19339113689695
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
0.9878
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8775
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28350.0202
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0738
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9501
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9501
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1809
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1917
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4244
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1252.3258
UserCPU time millis
11207.663
UserCPU time millis testing
64.402
UserCPU time millis training
11143.261