Run
8653039

Run 8653039

Task 145857 (Supervised Classification) phoneme Uploaded 15-12-2017 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.trees1936
mlr.classif.ranger(15)_mtry5
mlr.classif.ranger(15)_min.node.size29
mlr.classif.ranger(15)_sample.fraction0.421851016534492
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
0.9384
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8721
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6903
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2839.5423
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2013
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
0.8717
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8727
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8727
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4854
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.302
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6633
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1401.8707
UserCPU time millis
124.33
UserCPU time millis testing
3.51
UserCPU time millis training
120.82