Run
7848092

Run 7848092

Task 145833 (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)_cost0.446491029555185
mlr.classif.svm(6)_gamma0.015226523620178
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
0.907
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8742
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3086
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8415.1734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1618
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
0.8764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8956
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7831
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2887
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8983
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1279.1325
UserCPU time millis
4589.956
UserCPU time millis testing
32.082
UserCPU time millis training
4557.874