Run
8666504

Run 8666504

Task 145857 (Supervised Classification) phoneme Uploaded 23-12-2017 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.trees1820
mlr.classif.ranger(9)_mtry2
mlr.classif.ranger(9)_min.node.size4472
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.971380443824455
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
0.8292
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.702
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
876.5571
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3515
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
0.7651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7552
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7552
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8475
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4013
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8812
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2096.1246
UserCPU time millis
8.711
UserCPU time millis testing
1.084
UserCPU time millis training
7.627