Run
8033458

Run 8033458

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.trees278
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size660
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.771196215646341
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9216
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8796
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3383
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6049.0945
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.144
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
0.8843
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9001
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9001
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6972
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2596
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8078
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1800.0292
UserCPU time millis
94.034
UserCPU time millis testing
3.097
UserCPU time millis training
90.937