Run
8554379

Run 8554379

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.trees932
mlr.classif.ranger(16)_mtry2
mlr.classif.ranger(16)_min.node.size277
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.758187019755132
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
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6018
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2092.9075
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2551
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
0.8366
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8403
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8403
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6151
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3397
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.746
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1204.5148
UserCPU time millis
32.822
UserCPU time millis testing
2.08
UserCPU time millis training
30.742