Run
7947872

Run 7947872

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)_eta0.00472831991700031
mlr.classif.xgboost(7)_gamma2.83453855911587
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight8.76208653369911
mlr.classif.xgboost(7)_subsample0.890460544358939
mlr.classif.xgboost(7)_colsample_bytree0.79719809256494
mlr.classif.xgboost(7)_colsample_bylevel0.837699160911143
mlr.classif.xgboost(7)_lambda3.50487001265307
mlr.classif.xgboost(7)_alpha0.0693487920506704
mlr.classif.xgboost(7)_nrounds4122
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
0.9236
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8455
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6829
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23717.2176
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.248
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
0.8459
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8462
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8462
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5077
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3346
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6769
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
186.8431
UserCPU time millis
4730.13
UserCPU time millis testing
1.7
UserCPU time millis training
4728.43