Run
8440367

Run 8440367

Task 9889 (Supervised Classification) wilt Uploaded 03-11-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1186
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size10
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.185551303299144
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9897
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9733
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7133
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2198.5274
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0442
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9755
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.976
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.976
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1306
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5783
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1287.0036
UserCPU time millis
73.94
UserCPU time millis testing
6.493
UserCPU time millis training
67.447