Run
2082686

Run 2082686

Task 9952 (Supervised Classification) phoneme Uploaded 21-04-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(10)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(10)_num.trees467
mlr.classif.ranger(10)_mtry1
mlr.classif.ranger(10)_sample.fraction0.447282556490973
mlr.classif.ranger(10)_num.threads1
mlr.classif.ranger(10)_verboseFALSE
mlr.classif.ranger(10)_openml.seed1
mlr.classif.ranger(10)_openml.kindMersenne-Twister
mlr.classif.ranger(10)_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
0.948
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8861
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7243
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2815.1165
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2059
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
0.8858
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8866
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8866
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2953
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6486
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
780.0148
UserCPU time millis
23.06
UserCPU time millis testing
1.93
UserCPU time millis training
21.13