Run
7834698

Run 7834698

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)_eta0.106788048823611
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight1.36233554513291
mlr.classif.xgboost(9)_subsample0.270064130076207
mlr.classif.xgboost(9)_colsample_bytree0.958737324224785
mlr.classif.xgboost(9)_colsample_bylevel0.277141030179337
mlr.classif.xgboost(9)_lambda24.4412317934738
mlr.classif.xgboost(9)_alpha394.555103324197
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3609
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
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7591
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5049
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12579.8879
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3733
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
0.7726
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7664
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7664
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.764
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8341
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1286.5211
UserCPU time millis
1689.736
UserCPU time millis testing
16.121
UserCPU time millis training
1673.615