Run
8578979

Run 8578979

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.trees950
mlr.classif.ranger(15)_mtry3
mlr.classif.ranger(15)_min.node.size481
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.12101481531281
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
0.8332
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7745
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4459
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1025.7429
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3383
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
0.7723
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7798
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7798
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8158
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3963
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8704
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1424.9695
UserCPU time millis
6.76
UserCPU time millis testing
0.68
UserCPU time millis training
6.08