Run
8424422

Run 8424422

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 02-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees382
mlr.classif.ranger(13)_mtry22
mlr.classif.ranger(13)_min.node.size638
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.582457590242848
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8098
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6161
Cross-validation details (10-fold Crossvalidation)
KB relative information score
702.0631
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2903
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
0.8649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8053
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.8053
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6407
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3624
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7615
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1241.2002
UserCPU time millis
12.444
UserCPU time millis testing
0.615
UserCPU time millis training
11.829