Run
8287305

Run 8287305

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.trees738
mlr.classif.ranger(13)_mtry6
mlr.classif.ranger(13)_min.node.size746
mlr.classif.ranger(13)_sample.fraction0.436318143899553
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
0.9123
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8792
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3345
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4433.4463
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1491
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
0.8851
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9004
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9004
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2652
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8251
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1282.3051
UserCPU time millis
807.457
UserCPU time millis testing
36.935
UserCPU time millis training
770.522