Run
8419123

Run 8419123

Task 145834 (Supervised Classification) banknote-authentication Uploaded 02-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees768
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size273
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.709666329948232
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9283
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8544
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1007.112
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1457
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
1372
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9296
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9286
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.9286
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.295
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2406
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4842
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1188.224
UserCPU time millis
17.549
UserCPU time millis testing
1.766
UserCPU time millis training
15.783