Run
8629637

Run 8629637

Task 9889 (Supervised Classification) wilt Uploaded 09-12-2017 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.trees777
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size5
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.881663652951829
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
0.9846
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9827
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8298
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3283.1478
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0215
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
0.9826
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2103
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5152
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1217.3688
UserCPU time millis
35.946
UserCPU time millis testing
1.117
UserCPU time millis training
34.829