Run
8578938

Run 8578938

Task 145857 (Supervised Classification) phoneme Uploaded 27-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees274
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size3
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.37942876687739
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
0.9573
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9016
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.762
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3203.0544
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1763
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
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9019
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.9019
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4252
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2747
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6033
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1372.1981
UserCPU time millis
10.35
UserCPU time millis testing
0.5
UserCPU time millis training
9.85