Run
8449098

Run 8449098

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.trees1175
mlr.classif.ranger(13)_mtry10
mlr.classif.ranger(13)_min.node.size54
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.156579616246745
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
0.989
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.951
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8793
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26391.1615
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1035
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
0.951
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9513
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2537
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.198
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4384
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1265.9334
UserCPU time millis
1166.696
UserCPU time millis testing
59.404
UserCPU time millis training
1107.292