Run
7967917

Run 7967917

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 17-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees283
mlr.classif.ranger(9)_mtry13
mlr.classif.ranger(9)_min.node.size294
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.290326901967637
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(9)_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
0.9792
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9198
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8266
Cross-validation details (10-fold Crossvalidation)
KB relative information score
792.9732
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2882
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
0.9264
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9186
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9186
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6361
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3351
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7041
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1870.557
UserCPU time millis
1.301
UserCPU time millis testing
0.088
UserCPU time millis training
1.213