Run
8718620

Run 8718620

Task 145857 (Supervised Classification) phoneme Uploaded 29-12-2017 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.trees1965
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size122
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.46982329308521
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
0.9156
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8395
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6061
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2109.9129
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2563
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
0.839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8429
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8429
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.618
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7379
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1393.8523
UserCPU time millis
35.57
UserCPU time millis testing
3.369
UserCPU time millis training
32.201