Run
8221004

Run 8221004

Task 145848 (Supervised Classification) ilpd Uploaded 24-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees210
mlr.classif.ranger(9)_mtry10
mlr.classif.ranger(9)_min.node.size69
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.706677761534229
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
0.7152
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.67
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1552
Cross-validation details (10-fold Crossvalidation)
KB relative information score
55.0977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3523
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4091
Cross-validation details (10-fold Crossvalidation)
Number of instances
583
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6636
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6998
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6998
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8612
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4285
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9478
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
790.2522
UserCPU time millis
1.455
UserCPU time millis testing
0.091
UserCPU time millis training
1.364