Run
5919942

Run 5919942

Task 145834 (Supervised Classification) banknote-authentication Uploaded 13-07-2017 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)_cost15.8908444928543
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
0.9592
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8801
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7566
Cross-validation details (10-fold Crossvalidation)
KB relative information score
928.6976
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1699
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8805
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8805
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.344
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2853
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5742
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1310.0325
UserCPU time millis
8.428
UserCPU time millis testing
0.034
UserCPU time millis training
8.394