OpenML
8310958

Run 8310958

Task 145854 (Supervised Classification) nomao Uploaded 29-10-2017 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.trees1847
mlr.classif.ranger(13)_mtry29
mlr.classif.ranger(13)_min.node.size2256
mlr.classif.ranger(13)_sample.fraction0.772431674646214
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
0.981
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9264
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8161
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24652.6096
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1224
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
0.9284
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9281
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9281
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2998
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2268
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5021
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1224.9608
UserCPU time millis
6198.063
UserCPU time millis testing
77.527
UserCPU time millis training
6120.536