Run
7942752

Run 7942752

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.154262128330663
mlr.classif.xgboost(7)_gamma0.140980240014476
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight6.1977310963702
mlr.classif.xgboost(7)_subsample0.684241139283404
mlr.classif.xgboost(7)_colsample_bytree0.771329618804157
mlr.classif.xgboost(7)_colsample_bylevel0.762465562485158
mlr.classif.xgboost(7)_lambda2.80535712652403
mlr.classif.xgboost(7)_alpha0.00343331842046908
mlr.classif.xgboost(7)_nrounds634
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.9343
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8575
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25765.4071
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2244
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8575
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8579
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8579
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6478
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
208.356
UserCPU time millis
162.39
UserCPU time millis testing
0.24
UserCPU time millis training
162.15