Run
7911508

Run 7911508

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.379134674459902
mlr.classif.xgboost(9)_max_depth15
mlr.classif.xgboost(9)_min_child_weight57.4400664053587
mlr.classif.xgboost(9)_subsample0.329716056236066
mlr.classif.xgboost(9)_colsample_bytree0.805418863194063
mlr.classif.xgboost(9)_colsample_bylevel0.343783723888919
mlr.classif.xgboost(9)_lambda97.9208773759429
mlr.classif.xgboost(9)_alpha8.61902510505649
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3140
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9556
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8872
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7689
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29992.0508
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1765
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
0.8871
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3612
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2867
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.58
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.2023
UserCPU time millis
3224.497
UserCPU time millis testing
53.446
UserCPU time millis training
3171.051