Run
8772548

Run 8772548

Task 9967 (Supervised Classification) steel-plates-fault Uploaded 03-01-2018 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees803
mlr.classif.ranger(16)_mtry22
mlr.classif.ranger(16)_min.node.size822
mlr.classif.ranger(16)_sample.fraction0.84715490413364
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9835
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8307
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1009.254
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2323
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
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9191
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.9191
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5127
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3026
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6357
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1362.525
UserCPU time millis
7.847
UserCPU time millis testing
0.329
UserCPU time millis training
7.518