Run
8366380

Run 8366380

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.trees849
mlr.classif.ranger(13)_mtry3
mlr.classif.ranger(13)_min.node.size151
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.151802251208574
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
0.9526
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.714
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3645
Cross-validation details (10-fold Crossvalidation)
KB relative information score
430.0831
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3707
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
0.8178
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7584
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7584
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8182
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4016
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8438
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1236.6664
UserCPU time millis
13.382
UserCPU time millis testing
1.344
UserCPU time millis training
12.038