Run
8070438

Run 8070438

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.trees666
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size31
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.197833863412961
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
0.9237
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6507
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2271.2808
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2448
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
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.859
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5903
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3273
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7189
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1855.4813
UserCPU time millis
9.635
UserCPU time millis testing
0.796
UserCPU time millis training
8.839