Run
8143135

Run 8143135

Task 145848 (Supervised Classification) ilpd Uploaded 18-10-2017 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.trees1762
mlr.classif.ranger(9)_mtry6
mlr.classif.ranger(9)_min.node.size22
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.905718936165795
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
0.7141
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1545
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.5612
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3482
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
0.6586
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6878
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6878
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.851
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4346
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9613
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1770.4834
UserCPU time millis
9.111
UserCPU time millis testing
0.954
UserCPU time millis training
8.157