Run
8779632

Run 8779632

Task 145857 (Supervised Classification) phoneme Uploaded 07-01-2018 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.trees26
mlr.classif.ranger(16)_mtry3
mlr.classif.ranger(16)_min.node.size1442
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.406642461637966
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
0.817
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7658
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4272
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1043.0076
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3361
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
0.7635
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7698
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7698
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8105
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.397
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8719
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1375.5781
UserCPU time millis
0.293
UserCPU time millis testing
0.039
UserCPU time millis training
0.254