Run
8578991

Run 8578991

Task 145857 (Supervised Classification) phoneme Uploaded 27-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1140
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size2574
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.656784592708573
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8405
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7032
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2541
Cross-validation details (10-fold Crossvalidation)
KB relative information score
987.6617
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3422
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4147
Cross-validation details (10-fold Crossvalidation)
Number of instances
5404
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7612
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7548
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7548
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.825
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3959
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8695
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1492.8728
UserCPU time millis
6.82
UserCPU time millis testing
0.79
UserCPU time millis training
6.03