Run
7947626

Run 7947626

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00489768462251077
mlr.classif.xgboost(7)_gamma0.0261177209693165
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight17.7816546260518
mlr.classif.xgboost(7)_subsample0.60982407934498
mlr.classif.xgboost(7)_colsample_bytree0.570467485673726
mlr.classif.xgboost(7)_colsample_bylevel0.596019992791116
mlr.classif.xgboost(7)_lambda548.632063147571
mlr.classif.xgboost(7)_alpha0.771489474589821
mlr.classif.xgboost(7)_nrounds2940
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
0.9072
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8274
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6452
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21710.0834
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2716
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
0.8282
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8285
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8285
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5558
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3503
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7088
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
239.2938
UserCPU time millis
2880.15
UserCPU time millis testing
4.14
UserCPU time millis training
2876.01