Run
7991419

Run 7991419

Task 145857 (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.trees123
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size10
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.295255034184083
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8789
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7063
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2713.6733
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2129
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
0.8785
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8797
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8797
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5134
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6642
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1853.9121
UserCPU time millis
2.796
UserCPU time millis testing
0.199
UserCPU time millis training
2.597