Run
8714882

Run 8714882

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 29-12-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1012
mlr.classif.ranger(16)_mtry4
mlr.classif.ranger(16)_min.node.size1
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.969271076912992
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9959
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9909
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1624.9162
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.093
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
0.9959
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9959
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9959
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2052
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1338
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.281
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1375.7455
UserCPU time millis
18.538
UserCPU time millis testing
1.009
UserCPU time millis training
17.529