Run
8534679

Run 8534679

Task 145857 (Supervised Classification) phoneme Uploaded 16-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees297
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size272
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.33158271277789
mlr.classif.ranger(15)_respect.unordered.factorsTRUE
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8038
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5216
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1772.4973
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2786
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
0.8023
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8063
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8063
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6717
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3574
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7848
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1152.5116
UserCPU time millis
5.51
UserCPU time millis testing
0.33
UserCPU time millis training
5.18