Run
8554429

Run 8554429

Task 145857 (Supervised Classification) phoneme Uploaded 23-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees711
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size1553
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.420712764351629
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.8031
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7728
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4511
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1074.197
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3331
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
0.7724
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7731
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.7731
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8031
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3989
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.876
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1211.4609
UserCPU time millis
7.904
UserCPU time millis testing
0.878
UserCPU time millis training
7.026