Run
8638837

Run 8638837

Task 145854 (Supervised Classification) nomao Uploaded 11-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1674
mlr.classif.ranger(9)_mtry22
mlr.classif.ranger(9)_min.node.size332
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.713732811319642
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
0.9879
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9499
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8771
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26990.6422
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0932
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
0.9499
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.95
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.95
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2285
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1977
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4376
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1732.9618
UserCPU time millis
1313.956
UserCPU time millis testing
15.949
UserCPU time millis training
1298.007