Run
7945600

Run 7945600

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)_eta0.0487349846789826
mlr.classif.xgboost(7)_gamma0.175768881288197
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight64.6215546073759
mlr.classif.xgboost(7)_subsample0.882800950855017
mlr.classif.xgboost(7)_colsample_bytree0.591115044616163
mlr.classif.xgboost(7)_colsample_bylevel0.98917713034898
mlr.classif.xgboost(7)_lambda0.010107370082301
mlr.classif.xgboost(7)_alpha0.0105701417346721
mlr.classif.xgboost(7)_nrounds3602
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
0.976
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8365
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34048.3744
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1309
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
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9202
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2679
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4921
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
172.9399
UserCPU time millis
4248.68
UserCPU time millis testing
6.32
UserCPU time millis training
4242.36