Run
8478075

Run 8478075

Task 145857 (Supervised Classification) phoneme Uploaded 05-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees740
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size38
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.216743135638535
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9254
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6559
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2398.0162
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2343
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
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8603
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8603
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3229
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7092
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1225.648
UserCPU time millis
80.554
UserCPU time millis testing
4.513
UserCPU time millis training
76.041