Run
8789146

Run 8789146

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 13-01-2018 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.trees1302
mlr.classif.ranger(16)_mtry1
mlr.classif.ranger(16)_min.node.size2
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.616784427664243
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
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
0.9861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8939
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7607
Cross-validation details (10-fold Crossvalidation)
KB relative information score
824.9638
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2889
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
0.9095
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8985
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.8985
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6378
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6883
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.8132
UserCPU time millis
13.321
UserCPU time millis testing
1.445
UserCPU time millis training
11.876