Run
8788347

Run 8788347

Task 145857 (Supervised Classification) phoneme Uploaded 12-01-2018 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.trees1149
mlr.classif.ranger(16)_mtry5
mlr.classif.ranger(16)_min.node.size1646
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.640220253239386
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
0.8069
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7639
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4506
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1262.4001
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3111
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
0.7761
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7578
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7578
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.75
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3935
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8641
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1375.8663
UserCPU time millis
13.478
UserCPU time millis testing
1.033
UserCPU time millis training
12.445