Run
6241891

Run 6241891

Task 145872 (Supervised Classification) steel-plates-fault Uploaded 28-08-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.100203607580531
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight1.22856231886626
mlr.classif.xgboost(9)_subsample0.220544225629419
mlr.classif.xgboost(9)_colsample_bytree0.459203585749492
mlr.classif.xgboost(9)_colsample_bylevel0.879921888466924
mlr.classif.xgboost(9)_lambda0.0943223844754618
mlr.classif.xgboost(9)_alpha0.00177765369129092
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds474
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(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
1
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9977
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1853.95
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0273
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
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.999
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.999
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0602
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0505
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1061
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1318.9996
UserCPU time millis
23.808
UserCPU time millis testing
0.184
UserCPU time millis training
23.624