Run
8718236

Run 8718236

Task 145857 (Supervised Classification) phoneme Uploaded 29-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1794
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size138
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.711495114117861
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
0.9222
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8536
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6424
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2221.6744
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2482
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
0.853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8558
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5984
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3297
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7241
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1375.0824
UserCPU time millis
37.864
UserCPU time millis testing
2.198
UserCPU time millis training
35.666