OpenML
7937623

Run 7937623

Task 219 (Supervised Classification) electricity Uploaded 02-10-2017 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)_eta0.00506129087203028
mlr.classif.xgboost(7)_gamma929.476471621984
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight71.0516125883355
mlr.classif.xgboost(7)_subsample0.72532928918954
mlr.classif.xgboost(7)_colsample_bytree0.447568167559803
mlr.classif.xgboost(7)_colsample_bylevel0.865050646103919
mlr.classif.xgboost(7)_lambda95.5988204199681
mlr.classif.xgboost(7)_alpha0.285494114911603
mlr.classif.xgboost(7)_nrounds2564
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
0.8268
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7505
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4887
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11178.3526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3881
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
0.772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7606
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7606
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7943
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8501
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.0721
UserCPU time millis
2260.89
UserCPU time millis testing
0.36
UserCPU time millis training
2260.53