Run
8407248

Run 8407248

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 01-11-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees412
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_min.node.size1
mlr.classif.ranger(13)_sample.fraction0.499912001797929
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
0.982
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8829
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7355
Cross-validation details (10-fold Crossvalidation)
KB relative information score
782.0233
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2979
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
0.9024
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8887
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.8887
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6575
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3364
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7068
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1225.2594
UserCPU time millis
17.378
UserCPU time millis testing
1.486
UserCPU time millis training
15.892