Run
5852482

Run 5852482

Task 9971 (Supervised Classification) ilpd Uploaded 13-07-2017 by OpenML_Bot R
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  • AzureBot11 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1201
mlr.classif.ranger(13)_mtry10
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.70114714356605
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.7234
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6642
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.149
Cross-validation details (10-fold Crossvalidation)
KB relative information score
61.6235
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3461
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
0.6554
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6827
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8651
Cross-validation details (10-fold Crossvalidation)
Recall
0.6827
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8459
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.43
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9512
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.0582
UserCPU time millis
35.657
UserCPU time millis testing
1.815
UserCPU time millis training
33.842