Run
7812659

Run 7812659

Task 145833 (Supervised Classification) bank-marketing Uploaded 09-09-2017 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)_cost0.0212547591547195
mlr.classif.svm(6)_gamma0.595048752264564
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
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8814
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3633
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8915.553
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1473
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
0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8967
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2752
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8562
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1284.0865
UserCPU time millis
15110.216
UserCPU time millis testing
64.665
UserCPU time millis training
15045.551