Run
8092192

Run 8092192

Task 145857 (Supervised Classification) phoneme Uploaded 18-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees312
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size1239
mlr.classif.ranger(9)_sample.fraction0.566631332878023
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
0.8348
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7721
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4505
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1301.4228
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.311
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
0.7721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.772
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.772
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.75
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3883
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8527
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1842.963
UserCPU time millis
2.87
UserCPU time millis testing
0.184
UserCPU time millis training
2.686