Run
8559296

Run 8559296

Task 145857 (Supervised Classification) phoneme Uploaded 25-11-2017 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.trees1312
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size658
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.531869405740872
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4608
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1599.4823
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2865
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
0.7765
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7787
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7787
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3738
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8208
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1750.3987
UserCPU time millis
34.051
UserCPU time millis testing
1.286
UserCPU time millis training
32.765