Run
7986161

Run 7986161

Task 145833 (Supervised Classification) bank-marketing Uploaded 17-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees641
mlr.classif.ranger(9)_mtry9
mlr.classif.ranger(9)_min.node.size930
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.345016560191289
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9061
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3134
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3681.7406
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1507
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
0.8796
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8973
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.8973
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7293
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2679
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8336
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1845.264
UserCPU time millis
141.624
UserCPU time millis testing
5.745
UserCPU time millis training
135.879