Run
8558753

Run 8558753

Task 9889 (Supervised Classification) wilt Uploaded 25-11-2017 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.trees832
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size558
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.827495264238678
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
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9681
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6687
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1066.7122
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0572
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
0.9676
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.97
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3037
Cross-validation details (10-fold Crossvalidation)
Recall
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2259
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1585
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7016
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1969.8238
UserCPU time millis
13.025
UserCPU time millis testing
0.555
UserCPU time millis training
12.47