Run
8092373

Run 8092373

Task 145857 (Supervised Classification) phoneme Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1136
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size441
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.882742046401836
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
0.8827
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8048
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5165
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2015.9189
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2548
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
0.8052
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.812
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.812
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6144
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3548
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7792
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1857.7641
UserCPU time millis
43.526
UserCPU time millis testing
1.236
UserCPU time millis training
42.29