Run
8287483

Run 8287483

Task 145833 (Supervised Classification) bank-marketing Uploaded 28-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1874
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size47
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.295087723433971
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9281
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8895
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7681.1079
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1387
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
0.8903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9042
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9042
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7918
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.1769
UserCPU time millis
2268.11
UserCPU time millis testing
132.285
UserCPU time millis training
2135.825