Run
7939923

Run 7939923

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)_eta0.00340742925248293
mlr.classif.xgboost(7)_gamma0.284037045709672
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight18.1399211038102
mlr.classif.xgboost(7)_subsample0.952968254918233
mlr.classif.xgboost(7)_colsample_bytree0.939707737229764
mlr.classif.xgboost(7)_colsample_bylevel0.355437086336315
mlr.classif.xgboost(7)_lambda0.0210593666314476
mlr.classif.xgboost(7)_alpha468.643648759521
mlr.classif.xgboost(7)_nrounds3843
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
0.8723
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7813
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.55
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16741.4939
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.327
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
0.7909
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7865
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7865
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6693
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3844
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7777
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
183.3603
UserCPU time millis
1435.25
UserCPU time millis testing
1.2
UserCPU time millis training
1434.05