Run
8554359

Run 8554359

Task 145857 (Supervised Classification) phoneme Uploaded 23-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees478
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size7
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.943170020286925
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
0.9638
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9104
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7831
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3341.9753
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1662
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
0.9102
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9108
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9108
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4008
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2639
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5796
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1127.2827
UserCPU time millis
34.803
UserCPU time millis testing
2.266
UserCPU time millis training
32.537