Run
8364842

Run 8364842

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 31-10-2017 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.trees1034
mlr.classif.ranger(13)_mtry33
mlr.classif.ranger(13)_min.node.size268
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.195334455743432
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
0.8517
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6791
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2829
Cross-validation details (10-fold Crossvalidation)
KB relative information score
458.1923
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.351
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
0.7386
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7239
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7239
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7748
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.394
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8278
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1212.1117
UserCPU time millis
24.289
UserCPU time millis testing
1.534
UserCPU time millis training
22.755