Run
8718380

Run 8718380

Task 145857 (Supervised Classification) phoneme Uploaded 29-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1003
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size104
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.757816724455915
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9306
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8678
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6786
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2523.3095
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2252
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
0.8672
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.869
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.869
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5431
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6947
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1375.9497
UserCPU time millis
35.406
UserCPU time millis testing
1.464
UserCPU time millis training
33.942