Run
8046507

Run 8046507

Task 9889 (Supervised Classification) wilt Uploaded 17-10-2017 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.trees222
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size962
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.85881071749609
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
0.952
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9416
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3058
Cross-validation details (10-fold Crossvalidation)
KB relative information score
261.586
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0738
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Number of instances
4839
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9552
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9558
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9558
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7221
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1759
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7789
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1868.1832
UserCPU time millis
2.544
UserCPU time millis testing
0.141
UserCPU time millis training
2.403