Run
8222484

Run 8222484

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.trees668
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_sample.fraction0.727602122491226
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
0.7587
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.68
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1782
Cross-validation details (10-fold Crossvalidation)
KB relative information score
69.4622
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3477
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
0.6945
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7273
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.7273
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.85
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4135
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9146
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
790.2522
UserCPU time millis
4.54
UserCPU time millis testing
0.567
UserCPU time millis training
3.973