OpenML
6361169

Run 6361169

Task 146012 (Supervised Classification) electricity Uploaded 29-08-2017 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)_eta0.733957760050204
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight124.318638007301
mlr.classif.xgboost(9)_subsample0.634284920315258
mlr.classif.xgboost(9)_colsample_bytree0.819456168916076
mlr.classif.xgboost(9)_colsample_bylevel0.492011142196134
mlr.classif.xgboost(9)_lambda0.0188083338353605
mlr.classif.xgboost(9)_alpha981.758558354793
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3698
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
0.8216
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5024
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12080.8312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3783
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
0.7695
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7647
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7647
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7742
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4159
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8415
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1260.0632
UserCPU time millis
1849.105
UserCPU time millis testing
15.965
UserCPU time millis training
1833.14