Run
7945297

Run 7945297

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.00767228334959934
mlr.classif.xgboost(7)_gamma628.070476376827
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight3.58197543877544
mlr.classif.xgboost(7)_subsample0.263393123378046
mlr.classif.xgboost(7)_colsample_bytree0.469213761948049
mlr.classif.xgboost(7)_colsample_bylevel0.93148594442755
mlr.classif.xgboost(7)_lambda0.0049009444312446
mlr.classif.xgboost(7)_alpha29.9714618667165
mlr.classif.xgboost(7)_nrounds1774
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
0.811
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7476
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4824
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8896.4287
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4122
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
0.7673
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7574
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7574
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8435
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4337
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8775
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
197.4197
UserCPU time millis
508.36
UserCPU time millis testing
0.39
UserCPU time millis training
507.97