Run
6212955

Run 6212955

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-08-2017 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)_cost0.0305657546902757
mlr.classif.svm(6)_kernelpolynomial
mlr.classif.svm(6)_degree2
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
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2009
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6105.8559
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.174
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Number of instances
45211
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8657
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8899
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8899
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.842
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2929
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9113
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.7495
UserCPU time millis
4499.706
UserCPU time millis testing
29.35
UserCPU time millis training
4470.356