Run
8212316

Run 8212316

Task 9952 (Supervised Classification) phoneme Uploaded 23-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees757
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size16
mlr.classif.ranger(9)_sample.fraction0.231738737178966
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
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8719
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6893
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2711.4817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2117
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
0.8714
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8727
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8727
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5104
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3069
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.674
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1844.2371
UserCPU time millis
18.339
UserCPU time millis testing
1.305
UserCPU time millis training
17.034