Run
8745728

Run 8745728

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 30-12-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1357
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size69
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.164801909332164
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
0.9885
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9542
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.898
Cross-validation details (10-fold Crossvalidation)
KB relative information score
894.8768
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2758
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
0.9554
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9547
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9547
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6087
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3112
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6539
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1728.4686
UserCPU time millis
5.736
UserCPU time millis testing
0.531
UserCPU time millis training
5.205