Run
7996165

Run 7996165

Task 145857 (Supervised Classification) phoneme Uploaded 17-10-2017 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.trees1265
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size118
mlr.classif.ranger(9)_sample.fraction0.71994108625222
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
0.9251
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6536
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2282.7618
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2439
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
0.8574
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8599
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8599
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5881
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3264
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7167
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1812.4765
UserCPU time millis
24.942
UserCPU time millis testing
1.947
UserCPU time millis training
22.995