Run
7939933

Run 7939933

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.013681034550992
mlr.classif.xgboost(7)_gamma0.00586203279442164
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight37.0177481157924
mlr.classif.xgboost(7)_subsample0.749959320551716
mlr.classif.xgboost(7)_colsample_bytree0.429027343355119
mlr.classif.xgboost(7)_colsample_bylevel0.725563994050026
mlr.classif.xgboost(7)_lambda4.22761090726377
mlr.classif.xgboost(7)_alpha0.0401070188666646
mlr.classif.xgboost(7)_nrounds1764
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
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6915
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24498.032
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2392
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
0.8499
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8503
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8503
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4896
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3294
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6664
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.7635
UserCPU time millis
739.15
UserCPU time millis testing
0.69
UserCPU time millis training
738.46