Run
8788279

Run 8788279

Task 145857 (Supervised Classification) phoneme Uploaded 12-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees382
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size27
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.220254506194033
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9287
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8596
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6579
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2371.6425
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2378
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
0.8589
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8612
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8612
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5733
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3217
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7066
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1380.2063
UserCPU time millis
6.787
UserCPU time millis testing
0.467
UserCPU time millis training
6.32