Run
7941273

Run 7941273

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)_eta0.00137648848138907
mlr.classif.xgboost(7)_gamma446.125001351519
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight4.29457184659828
mlr.classif.xgboost(7)_subsample0.312602405180223
mlr.classif.xgboost(7)_colsample_bytree0.493594254553318
mlr.classif.xgboost(7)_colsample_bylevel0.61508454028517
mlr.classif.xgboost(7)_lambda0.00905704099625917
mlr.classif.xgboost(7)_alpha0.701746604692992
mlr.classif.xgboost(7)_nrounds1823
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
0.8298
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.492
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10148.7815
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3991
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
0.774
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7622
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7622
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8168
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4242
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8582
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.2289
UserCPU time millis
1152.14
UserCPU time millis testing
0.43
UserCPU time millis training
1151.71