Run
7944584

Run 7944584

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0191864069908092
mlr.classif.xgboost(7)_gamma18.7019385553348
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight5.21684212032672
mlr.classif.xgboost(7)_subsample0.656043021427468
mlr.classif.xgboost(7)_colsample_bytree0.991883178055286
mlr.classif.xgboost(7)_colsample_bylevel0.701315518654883
mlr.classif.xgboost(7)_lambda10.4129845322431
mlr.classif.xgboost(7)_alpha827.828922770586
mlr.classif.xgboost(7)_nrounds2799
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
0.8306
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7603
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5074
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11898.2616
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.381
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
0.7739
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7798
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4154
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8405
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
183.5073
UserCPU time millis
2164.18
UserCPU time millis testing
0.51
UserCPU time millis training
2163.67