Run
8481501

Run 8481501

Task 145854 (Supervised Classification) nomao Uploaded 05-11-2017 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.trees1524
mlr.classif.ranger(13)_mtry24
mlr.classif.ranger(13)_min.node.size2043
mlr.classif.ranger(13)_sample.fraction0.661322134523653
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
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.815
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24459.1467
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1255
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
0.9282
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9278
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9278
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3075
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2274
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5035
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1247.8803
UserCPU time millis
3682.471
UserCPU time millis testing
59.015
UserCPU time millis training
3623.456