Run
8554451

Run 8554451

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.trees532
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size122
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.943301242752932
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
0.9122
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8403
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6142
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2562.2913
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2167
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
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8407
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8407
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5224
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3292
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.723
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1105.8158
UserCPU time millis
63.904
UserCPU time millis testing
1.51
UserCPU time millis training
62.394