Run
8102441

Run 8102441

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.trees211
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size81
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.29204795982223
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
0.9131
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8412
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6105
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2079.4244
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2584
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
0.8408
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8446
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8446
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6231
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3379
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7421
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1844.7681
UserCPU time millis
2.86
UserCPU time millis testing
0.207
UserCPU time millis training
2.653