Run
7941129

Run 7941129

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)_eta0.0728508840474218
mlr.classif.xgboost(7)_gamma3.57622687607193
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight26.2520593016654
mlr.classif.xgboost(7)_subsample0.179138295981102
mlr.classif.xgboost(7)_colsample_bytree0.426403830572963
mlr.classif.xgboost(7)_colsample_bylevel0.747290562465787
mlr.classif.xgboost(7)_lambda71.3637356453333
mlr.classif.xgboost(7)_alpha23.9426911411275
mlr.classif.xgboost(7)_nrounds5000
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
0.9017
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8231
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6366
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22296.3674
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2628
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
0.8236
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5378
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3532
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7145
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
190.1005
UserCPU time millis
1722.85
UserCPU time millis testing
0.61
UserCPU time millis training
1722.24