Run
7941749

Run 7941749

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.035701100560131
mlr.classif.xgboost(7)_gamma571.701469576994
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight1.65794442511966
mlr.classif.xgboost(7)_subsample0.550353890866973
mlr.classif.xgboost(7)_colsample_bytree0.606855863891542
mlr.classif.xgboost(7)_colsample_bylevel0.852847337909043
mlr.classif.xgboost(7)_lambda0.0172847526865649
mlr.classif.xgboost(7)_alpha0.458262999767165
mlr.classif.xgboost(7)_nrounds4425
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
0.8066
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7507
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.489
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12032.1533
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3784
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
0.7717
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7607
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7607
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7744
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4167
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8431
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
244.3806
UserCPU time millis
884.5
UserCPU time millis testing
0.56
UserCPU time millis training
883.94