Run
7942749

Run 7942749

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.00109948162000475
mlr.classif.xgboost(7)_gamma4.24495114999185
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight6.33818567998729
mlr.classif.xgboost(7)_subsample0.3771580678178
mlr.classif.xgboost(7)_colsample_bytree0.424651238508523
mlr.classif.xgboost(7)_colsample_bylevel0.485194525867701
mlr.classif.xgboost(7)_lambda0.0068001304959947
mlr.classif.xgboost(7)_alpha0.00196068435826622
mlr.classif.xgboost(7)_nrounds857
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
0.899
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6142
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9433.2002
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.409
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
0.821
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8163
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8163
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8371
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4203
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8503
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
197.268
UserCPU time millis
1053.12
UserCPU time millis testing
1.25
UserCPU time millis training
1051.87