Run
8340988

Run 8340988

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 30-10-2017 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.trees608
mlr.classif.ranger(13)_mtry8
mlr.classif.ranger(13)_min.node.size414
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.316810655128211
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
0.9424
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6978
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3287
Cross-validation details (10-fold Crossvalidation)
KB relative information score
457.9166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3591
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4531
Cross-validation details (10-fold Crossvalidation)
Number of instances
1941
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7928
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.395
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8301
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.0287
UserCPU time millis
10.171
UserCPU time millis testing
0.816
UserCPU time millis training
9.355