Run
8534997

Run 8534997

Task 145854 (Supervised Classification) nomao Uploaded 17-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees72
mlr.classif.ranger(15)_mtry34
mlr.classif.ranger(15)_min.node.size317
mlr.classif.ranger(15)_sample.fraction0.728464915370569
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9879
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9515
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8809
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27247.7377
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0897
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4081
Cross-validation details (10-fold Crossvalidation)
Number of instances
34465
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9514
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9515
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9515
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2199
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1957
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4333
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1345.932
UserCPU time millis
119.4
UserCPU time millis testing
1.09
UserCPU time millis training
118.31