Run
8788263

Run 8788263

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.trees1490
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size640
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.875131078413688
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
0.8825
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8018
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5143
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1844.4807
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2699
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
0.8003
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6508
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3574
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.785
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1374.7838
UserCPU time millis
45.55
UserCPU time millis testing
1.361
UserCPU time millis training
44.189