OpenML
7946150

Run 7946150

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.00458586839128982
mlr.classif.xgboost(7)_gamma0.00140811368535255
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight1.29611014769656
mlr.classif.xgboost(7)_subsample0.723023776523769
mlr.classif.xgboost(7)_colsample_bytree0.902959655411542
mlr.classif.xgboost(7)_colsample_bylevel0.647703559137881
mlr.classif.xgboost(7)_lambda0.0522888759311879
mlr.classif.xgboost(7)_alpha1.69625687353182
mlr.classif.xgboost(7)_nrounds4751
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
0.9564
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8852
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7646
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28266.4784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1982
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
0.8852
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8854
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8854
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4056
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2912
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5891
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
205.2862
UserCPU time millis
2534.19
UserCPU time millis testing
4.54
UserCPU time millis training
2529.65