Run
7942788

Run 7942788

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)_eta0.00232094336236056
mlr.classif.xgboost(7)_gamma1.46090492111132
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight3.37593178030187
mlr.classif.xgboost(7)_subsample0.605403611971997
mlr.classif.xgboost(7)_colsample_bytree0.41404591370374
mlr.classif.xgboost(7)_colsample_bylevel0.355377081409097
mlr.classif.xgboost(7)_lambda833.300670698969
mlr.classif.xgboost(7)_alpha196.518728909671
mlr.classif.xgboost(7)_nrounds4448
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
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7608
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5086
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10836.3265
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3913
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
0.7762
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7686
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7686
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8008
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4199
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8496
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
186.4134
UserCPU time millis
1062.05
UserCPU time millis testing
0.85
UserCPU time millis training
1061.2