Run
8031975

Run 8031975

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.trees843
mlr.classif.ranger(9)_mtry3
mlr.classif.ranger(9)_min.node.size103
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.820111073879525
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
0.9305
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8644
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6702
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2615.578
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2176
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
0.8638
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5247
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3138
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6892
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1858.6076
UserCPU time millis
37.162
UserCPU time millis testing
1.481
UserCPU time millis training
35.681