Run
7160002

Run 7160002

Task 145834 (Supervised Classification) banknote-authentication Uploaded 04-09-2017 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)_cost13.8484289971811
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
0.9577
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8793
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7551
Cross-validation details (10-fold Crossvalidation)
KB relative information score
922.2436
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1725
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
0.8801
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8797
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8797
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3492
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2874
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5784
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1318.2674
UserCPU time millis
9.4
UserCPU time millis testing
0.034
UserCPU time millis training
9.366