Run
7996623

Run 7996623

Task 9952 (Supervised Classification) phoneme Uploaded 17-10-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1346
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size5
mlr.classif.ranger(9)_sample.fraction0.464911143272184
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
0.9515
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8905
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7356
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3144.3527
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.179
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
0.8903
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8906
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8906
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4315
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2823
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6199
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1850.8706
UserCPU time millis
81.011
UserCPU time millis testing
3.254
UserCPU time millis training
77.757