Run
8578932

Run 8578932

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.trees1258
mlr.classif.ranger(15)_mtry2
mlr.classif.ranger(15)_min.node.size11
mlr.classif.ranger(15)_sample.fraction0.149513701419346
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
0.9342
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8683
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6797
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2589.9265
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2213
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
0.8677
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8695
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8695
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5336
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3119
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.685
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1398.887
UserCPU time millis
23.42
UserCPU time millis testing
1.99
UserCPU time millis training
21.43