Run
8455217

Run 8455217

Task 145854 (Supervised Classification) nomao 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.trees554
mlr.classif.ranger(13)_mtry20
mlr.classif.ranger(13)_min.node.size1858
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.528511211322621
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
0.9812
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24078.5463
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1315
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
0.9273
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9268
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3223
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2294
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5078
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.7619
UserCPU time millis
972.064
UserCPU time millis testing
18.689
UserCPU time millis training
953.375