Run
8533514

Run 8533514

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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees823
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.619503774587065
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
0.9637
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9105
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7836
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3516.4927
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1512
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
0.9103
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9108
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9108
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3646
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2581
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5667
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1827.287
UserCPU time millis
54.511
UserCPU time millis testing
2.046
UserCPU time millis training
52.465