Run
8689256

Run 8689256

Task 145854 (Supervised Classification) nomao Uploaded 26-12-2017 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.trees401
mlr.classif.ranger(9)_mtry25
mlr.classif.ranger(9)_min.node.size783
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.287167863873765
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
0.9813
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9293
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.824
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24669.2851
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1225
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
0.9307
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9307
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.863
Cross-validation details (10-fold Crossvalidation)
Recall
0.9307
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3001
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4517
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5002
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1772.5387
UserCPU time millis
138.208
UserCPU time millis testing
2.377
UserCPU time millis training
135.831