Run
7941764

Run 7941764

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)_eta0.0803082983342299
mlr.classif.xgboost(7)_gamma219.040830004079
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight7.0710338504741
mlr.classif.xgboost(7)_subsample0.638147893478163
mlr.classif.xgboost(7)_colsample_bytree0.670256014727056
mlr.classif.xgboost(7)_colsample_bylevel0.498838181048632
mlr.classif.xgboost(7)_lambda0.00480167291989021
mlr.classif.xgboost(7)_alpha37.1656062789736
mlr.classif.xgboost(7)_nrounds2602
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
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.78
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5475
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17059.6023
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3229
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
0.7915
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7858
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7858
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6608
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3827
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7743
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
165.3039
UserCPU time millis
1085.5
UserCPU time millis testing
0.29
UserCPU time millis training
1085.21