Run
8281865

Run 8281865

Task 145833 (Supervised Classification) bank-marketing Uploaded 27-10-2017 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.trees586
mlr.classif.ranger(13)_mtry9
mlr.classif.ranger(13)_min.node.size97
mlr.classif.ranger(13)_sample.fraction0.700837767939083
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
0.9291
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8984
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4757
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8958.731
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1314
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
0.8957
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9059
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9059
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6362
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2528
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7865
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1325.9502
UserCPU time millis
1634.682
UserCPU time millis testing
44.326
UserCPU time millis training
1590.356