Run
8786377

Run 8786377

Task 145857 (Supervised Classification) phoneme Uploaded 12-01-2018 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.trees1354
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size390
mlr.classif.ranger(9)_sample.fraction0.547991570062004
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
0.8897
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8078
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5279
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1724.8404
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.285
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
0.8065
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8733
Cross-validation details (10-fold Crossvalidation)
Recall
0.8122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6872
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4554
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3576
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7853
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.9558
UserCPU time millis
15.07
UserCPU time millis testing
1.261
UserCPU time millis training
13.809