Run
8609953

Run 8609953

Task 145857 (Supervised Classification) phoneme Uploaded 03-12-2017 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.trees1839
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size118
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.712122191535309
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
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6647
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2440.3507
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.231
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
0.8617
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8638
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8638
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3208
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7046
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1382.8409
UserCPU time millis
63.63
UserCPU time millis testing
2.71
UserCPU time millis training
60.92