Run
8553696

Run 8553696

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 23-11-2017 by OpenML_Bot R
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Flow

mlr.classif.ranger(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1116
mlr.classif.ranger(15)_mtry1
mlr.classif.ranger(15)_min.node.size2
mlr.classif.ranger(15)_sample.fraction0.964893497643061
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
0.9865
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8979
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7698
Cross-validation details (10-fold Crossvalidation)
KB relative information score
823.6378
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2895
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
0.9123
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9021
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9021
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6389
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3277
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6885
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1318.0248
UserCPU time millis
11.36
UserCPU time millis testing
1.03
UserCPU time millis training
10.33