Run
8718491

Run 8718491

Task 145857 (Supervised Classification) phoneme Uploaded 29-12-2017 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.trees264
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size4
mlr.classif.ranger(16)_sample.fraction0.523644335730933
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
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7638
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3267.4966
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1707
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
0.9021
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9025
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9025
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4115
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2733
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6001
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1376.745
UserCPU time millis
16.595
UserCPU time millis testing
0.525
UserCPU time millis training
16.07