OpenML
7946155

Run 7946155

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.00440892562184849
mlr.classif.xgboost(7)_gamma3.356570289761
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight3.59967855197313
mlr.classif.xgboost(7)_subsample0.28200939737726
mlr.classif.xgboost(7)_colsample_bytree0.678884409368038
mlr.classif.xgboost(7)_colsample_bylevel0.235577908158302
mlr.classif.xgboost(7)_lambda0.0015742038085644
mlr.classif.xgboost(7)_alpha0.00194157053276069
mlr.classif.xgboost(7)_nrounds1535
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8619
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25226.2138
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2332
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
0.8624
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8625
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8625
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4772
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6419
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
185.009
UserCPU time millis
1363.69
UserCPU time millis testing
3.74
UserCPU time millis training
1359.95