Run
8277319

Run 8277319

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 27-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees480
mlr.classif.ranger(13)_mtry2
mlr.classif.ranger(13)_min.node.size49
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.445498521416448
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
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
0.9929
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9562
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9025
Cross-validation details (10-fold Crossvalidation)
KB relative information score
964.3465
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2591
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
0.9577
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9567
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9567
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.572
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2979
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6259
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1283.2783
UserCPU time millis
15.798
UserCPU time millis testing
1.529
UserCPU time millis training
14.269