Run
8578981

Run 8578981

Task 145857 (Supervised Classification) phoneme Uploaded 27-11-2017 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.trees960
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size4
mlr.classif.ranger(15)_sample.fraction0.86141104537528
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
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9071
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.775
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3235.9832
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1751
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
0.9068
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9075
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9075
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4221
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2689
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5905
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1456.3945
UserCPU time millis
42.89
UserCPU time millis testing
2.84
UserCPU time millis training
40.05