Run
8653020

Run 8653020

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.trees928
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size76
mlr.classif.ranger(15)_sample.fraction0.596223051520064
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
0.9308
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2640.9037
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.216
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
0.8634
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8634
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5209
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3131
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6875
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1314.1543
UserCPU time millis
55.14
UserCPU time millis testing
1.35
UserCPU time millis training
53.79