Run
7941135

Run 7941135

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0461382605869481
mlr.classif.xgboost(7)_gamma0.678944855528292
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight7.65723581745974
mlr.classif.xgboost(7)_subsample0.86704307096079
mlr.classif.xgboost(7)_colsample_bytree0.604588335752487
mlr.classif.xgboost(7)_colsample_bylevel0.80791015625
mlr.classif.xgboost(7)_lambda0.267636524819408
mlr.classif.xgboost(7)_alpha1.07825861272208
mlr.classif.xgboost(7)_nrounds2455
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
0.9828
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8657
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35863.7344
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1102
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
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9345
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9345
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2255
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2224
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4499
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
221.9032
UserCPU time millis
1998.21
UserCPU time millis testing
3.99
UserCPU time millis training
1994.22