OpenML
7876231

Run 7876231

Task 14965 (Supervised Classification) bank-marketing Uploaded 10-09-2017 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)_cost5.36695610228795
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
0.8707
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8509
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1488
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4786.5683
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1836
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
0.8666
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8886
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2997
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9326
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.3414
UserCPU time millis
6104.51
UserCPU time millis testing
27.965
UserCPU time millis training
6076.545