Run
8734423

Run 8734423

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 29-12-2017 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.trees702
mlr.classif.ranger(9)_mtry1
mlr.classif.ranger(9)_min.node.size583
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.86488347214181
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
0.9426
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.566
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0837
Cross-validation details (10-fold Crossvalidation)
KB relative information score
330.0297
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3913
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
0.7834
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.6759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8637
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4188
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8801
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1762.3542
UserCPU time millis
1.903
UserCPU time millis testing
0.249
UserCPU time millis training
1.654