Run
8790536

Run 8790536

Task 145833 (Supervised Classification) bank-marketing Uploaded 15-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1806
mlr.classif.ranger(16)_mtry10
mlr.classif.ranger(16)_min.node.size1
mlr.classif.ranger(16)_sample.fraction0.651173520623706
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9317
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9013
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4973
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9628.6738
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1276
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
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9068
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9068
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6177
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2505
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7793
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1368.9481
UserCPU time millis
2007.285
UserCPU time millis testing
41.506
UserCPU time millis training
1965.779