Run
8551246

Run 8551246

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 21-11-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees585
mlr.classif.ranger(15)_mtry28
mlr.classif.ranger(15)_min.node.size449
mlr.classif.ranger(15)_replaceFALSE
mlr.classif.ranger(15)_sample.fraction0.610283597907983
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9966
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8627
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1522.4734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1068
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
0.9453
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9351
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2358
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2056
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.432
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1359.2714
UserCPU time millis
7.57
UserCPU time millis testing
0.17
UserCPU time millis training
7.4