Run
8365759

Run 8365759

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 31-10-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1811
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size31
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.660860799602233
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
0.996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9731
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9402
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1106.1386
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.226
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
0.9735
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9732
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9732
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5604
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1227.1344
UserCPU time millis
82.204
UserCPU time millis testing
6.545
UserCPU time millis training
75.659