Run
8077899

Run 8077899

Task 145857 (Supervised Classification) phoneme Uploaded 18-10-2017 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.trees552
mlr.classif.ranger(9)_mtry4
mlr.classif.ranger(9)_min.node.size154
mlr.classif.ranger(9)_sample.fraction0.289672497450374
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
0.9011
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5795
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2023.6335
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2582
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
0.8269
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8307
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8307
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6226
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3454
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7585
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1858.2223
Total cost
UserCPU time millis
10.057
UserCPU time millis testing
0.534
UserCPU time millis training
9.523