Run
7842511

Run 7842511

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)_eta0.0020837549520113
mlr.classif.xgboost(9)_max_depth7
mlr.classif.xgboost(9)_min_child_weight6.22409270575298
mlr.classif.xgboost(9)_subsample0.672053267015144
mlr.classif.xgboost(9)_colsample_bytree0.774414721410722
mlr.classif.xgboost(9)_colsample_bylevel0.595580118242651
mlr.classif.xgboost(9)_lambda0.706138976827433
mlr.classif.xgboost(9)_alpha2.53036126539883
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3370
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
0.9383
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8607
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25214.8907
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2326
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
0.861
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8612
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8612
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4761
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6438
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1285.0802
UserCPU time millis
6096.003
UserCPU time millis testing
107.594
UserCPU time millis training
5988.409