Run
7910676

Run 7910676

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)_eta0.0280581355986936
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight1.13357106004098
mlr.classif.xgboost(9)_subsample0.953894127486274
mlr.classif.xgboost(9)_colsample_bytree0.833989112870768
mlr.classif.xgboost(9)_colsample_bylevel0.309839707799256
mlr.classif.xgboost(9)_lambda160.176595950595
mlr.classif.xgboost(9)_alpha0.116775092858194
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4204
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
0.972
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9108
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8173
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32675.9867
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1471
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
0.9107
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9108
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9108
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.301
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2551
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.516
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.7541
UserCPU time millis
9763.089
UserCPU time millis testing
210.46
UserCPU time millis training
9552.629