Run
8772535

Run 8772535

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 03-01-2018 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.trees533
mlr.classif.ranger(16)_mtry12
mlr.classif.ranger(16)_min.node.size155
mlr.classif.ranger(16)_sample.fraction0.38890456687659
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
0.9998
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9928
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.984
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1441.1109
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1443
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
0.9928
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9928
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9928
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3186
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3745
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1363.507
UserCPU time millis
4.267
UserCPU time millis testing
0.254
UserCPU time millis training
4.013