Run
8743256

Run 8743256

Task 145854 (Supervised Classification) nomao Uploaded 30-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees729
mlr.classif.ranger(9)_mtry58
mlr.classif.ranger(9)_min.node.size2201
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.459381071175449
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9777
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9179
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7936
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24383.0157
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1245
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
0.9226
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9206
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9206
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.305
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.517
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1720.4927
UserCPU time millis
649.616
UserCPU time millis testing
4.666
UserCPU time millis training
644.95