Run
8616321

Run 8616321

Task 145848 (Supervised Classification) ilpd Uploaded 04-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1774
mlr.classif.ranger(16)_mtry6
mlr.classif.ranger(16)_min.node.size44
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.448803424532525
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.7299
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6599
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.127
Cross-validation details (10-fold Crossvalidation)
KB relative information score
58.6305
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3514
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
0.6547
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6981
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6981
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8588
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4216
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9326
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1191.9269
UserCPU time millis
4.348
UserCPU time millis testing
0.501
UserCPU time millis training
3.847