Run
8853634

Run 8853634

Task 145848 (Supervised Classification) ilpd Uploaded 28-01-2018 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.trees1357
mlr.classif.ranger(9)_mtry7
mlr.classif.ranger(9)_min.node.size44
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.793631270690821
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
0.7182
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.667
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1499
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.0798
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3506
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
0.6589
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.693
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.693
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4291
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9492
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1744.1264
UserCPU time millis
4.775
UserCPU time millis testing
0.343
UserCPU time millis training
4.432