Run
6220654

Run 6220654

Task 146012 (Supervised Classification) electricity Uploaded 27-08-2017 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)_eta0.0104245583420723
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight9.38527234776349
mlr.classif.xgboost(9)_subsample0.97937345225364
mlr.classif.xgboost(9)_colsample_bytree0.261217028601095
mlr.classif.xgboost(9)_colsample_bylevel0.795139759546146
mlr.classif.xgboost(9)_lambda134.365150143318
mlr.classif.xgboost(9)_alpha0.928914350413852
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1399
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
0.9132
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.836
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6629
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21655.1188
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2731
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
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8371
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8371
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.559
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7012
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1281.601
UserCPU time millis
1800.644
UserCPU time millis testing
27.849
UserCPU time millis training
1772.795