Run
8554378

Run 8554378

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.trees1230
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size5
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.948851344874129
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
0.9611
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9121
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7874
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3643.0358
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1377
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
0.9119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9123
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9123
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.26
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5709
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1111.7077
UserCPU time millis
191.929
UserCPU time millis testing
5.506
UserCPU time millis training
186.423