Run
7944457

Run 7944457

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)_eta0.379175473081994
mlr.classif.xgboost(7)_gamma0.015979631711453
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight7.26936478867806
mlr.classif.xgboost(7)_subsample0.186200313013978
mlr.classif.xgboost(7)_colsample_bytree0.579131796769798
mlr.classif.xgboost(7)_colsample_bylevel0.985175438784063
mlr.classif.xgboost(7)_lambda0.010648277154591
mlr.classif.xgboost(7)_alpha266.62740860846
mlr.classif.xgboost(7)_nrounds4786
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
0.84
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7634
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5138
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13761.0557
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3601
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
0.7765
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7704
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7704
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.737
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4055
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8203
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.7535
UserCPU time millis
1075.72
UserCPU time millis testing
0.65
UserCPU time millis training
1075.07