Run
7910766

Run 7910766

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)_eta0.0614684171392682
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight17.5864107537913
mlr.classif.xgboost(9)_subsample0.822914961935021
mlr.classif.xgboost(9)_colsample_bytree0.341488610254601
mlr.classif.xgboost(9)_colsample_bylevel0.526103030424565
mlr.classif.xgboost(9)_lambda0.582508073915527
mlr.classif.xgboost(9)_alpha24.0850273162395
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4961
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
0.9537
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8822
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7586
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28669.7215
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1926
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
0.8822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3943
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2927
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5921
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.9325
UserCPU time millis
4475.959
UserCPU time millis testing
72.841
UserCPU time millis training
4403.118