Run
8760834

Run 8760834

Task 145857 (Supervised Classification) phoneme Uploaded 31-12-2017 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.trees649
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size351
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.467063005175442
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
0.8896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8093
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5353
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1810.411
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2757
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
0.808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8116
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8116
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6648
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3553
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7803
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1731.9625
UserCPU time millis
10.668
UserCPU time millis testing
0.583
UserCPU time millis training
10.085