Run
7967749

Run 7967749

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 17-10-2017 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.trees352
mlr.classif.ranger(9)_mtry5
mlr.classif.ranger(9)_min.node.size180
mlr.classif.ranger(9)_sample.fraction0.643542296718806
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
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.967
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1152.4508
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2175
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
0.4801
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5309
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1877.7472
UserCPU time millis
2.129
UserCPU time millis testing
0.142
UserCPU time millis training
1.987