Run
4371831

Run 4371831

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 05-07-2017 by OpenML_Bot R
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  • AzureBot11 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees883
mlr.classif.ranger(13)_mtry1
mlr.classif.ranger(13)_sample.fraction0.548862781724893
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
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8756
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7189
Cross-validation details (10-fold Crossvalidation)
KB relative information score
765.0257
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.302
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
0.8961
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.882
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.882
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6665
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3396
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7135
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1288.9061
UserCPU time millis
32.691
UserCPU time millis testing
2.889
UserCPU time millis training
29.802