Run
6214234

Run 6214234

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)_eta0.589871473304934
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight1.50913729135067
mlr.classif.xgboost(9)_subsample0.655666475114413
mlr.classif.xgboost(9)_colsample_bytree0.956956445239484
mlr.classif.xgboost(9)_colsample_bylevel0.574157188879326
mlr.classif.xgboost(9)_lambda5.70446413921701
mlr.classif.xgboost(9)_alpha0.00120937414043876
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds817
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
0.9822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8638
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38215.9954
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0784
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
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9335
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1605
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2268
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4589
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.1852
UserCPU time millis
2182.311
UserCPU time millis testing
25.521
UserCPU time millis training
2156.79