Run
8551337

Run 8551337

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 21-11-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees977
mlr.classif.ranger(15)_mtry4
mlr.classif.ranger(15)_min.node.size90
mlr.classif.ranger(15)_sample.fraction0.9737025314942
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9669
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1306.1964
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.179
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
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9851
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3951
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4548
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1371.5191
UserCPU time millis
9.36
UserCPU time millis testing
0.47
UserCPU time millis training
8.89