Run
7947933

Run 7947933

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.0155836062006776
mlr.classif.xgboost(7)_gamma2.51506478278578
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight3.49501639480407
mlr.classif.xgboost(7)_subsample0.116321637900546
mlr.classif.xgboost(7)_colsample_bytree0.626874032430351
mlr.classif.xgboost(7)_colsample_bylevel0.746933964081109
mlr.classif.xgboost(7)_lambda4.88210160837622
mlr.classif.xgboost(7)_alpha4.06308194141446
mlr.classif.xgboost(7)_nrounds280
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
0.9065
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8271
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6446
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20943.7328
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2814
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
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8282
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8282
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5758
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7136
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.679
UserCPU time millis
666.33
UserCPU time millis testing
0.48
UserCPU time millis training
665.85