Run
7854134

Run 7854134

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)_eta0.0338566534419062
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight65.9085638868146
mlr.classif.xgboost(9)_subsample0.789803054137155
mlr.classif.xgboost(9)_colsample_bytree0.334508011816069
mlr.classif.xgboost(9)_colsample_bylevel0.684181427350268
mlr.classif.xgboost(9)_lambda57.4999307930504
mlr.classif.xgboost(9)_alpha285.971259364317
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3940
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
0.8822
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7994
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.587
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18641.3022
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3054
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
0.8051
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8028
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8028
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.625
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3736
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7559
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1269.2927
UserCPU time millis
2045.959
UserCPU time millis testing
23.993
UserCPU time millis training
2021.966