Run
7944563

Run 7944563

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00423092956290339
mlr.classif.xgboost(7)_gamma36.8815545688327
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight30.8048274506093
mlr.classif.xgboost(7)_subsample0.843252968951128
mlr.classif.xgboost(7)_colsample_bytree0.424970842525363
mlr.classif.xgboost(7)_colsample_bylevel0.234244565479457
mlr.classif.xgboost(7)_lambda113.663226266508
mlr.classif.xgboost(7)_alpha0.257758079281726
mlr.classif.xgboost(7)_nrounds1296
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
0.863
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5376
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14151.982
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3561
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
0.7901
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.782
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.782
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7288
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3975
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8042
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
201.3691
UserCPU time millis
606.94
UserCPU time millis testing
1.16
UserCPU time millis training
605.78