Run
8653103

Run 8653103

Task 145857 (Supervised Classification) phoneme Uploaded 15-12-2017 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.trees1342
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size987
mlr.classif.ranger(15)_sample.fraction0.595030239224434
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
0.8652
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7711
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4314
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1370.3837
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3131
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
0.7707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7811
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7811
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7549
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3761
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8259
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1387.9013
UserCPU time millis
11.29
UserCPU time millis testing
1.22
UserCPU time millis training
10.07