Run
7941724

Run 7941724

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)_eta0.0170648346490146
mlr.classif.xgboost(7)_gamma0.182513790323999
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight2.61285163523199
mlr.classif.xgboost(7)_subsample0.239461684878916
mlr.classif.xgboost(7)_colsample_bytree0.238194845058024
mlr.classif.xgboost(7)_colsample_bylevel0.837017107196152
mlr.classif.xgboost(7)_lambda0.0137249408653719
mlr.classif.xgboost(7)_alpha0.0231662066304889
mlr.classif.xgboost(7)_nrounds3559
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
0.9608
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8929
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7805
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29482.8068
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1843
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
0.893
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8931
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8931
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3773
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2815
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5696
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.6864
UserCPU time millis
1930.46
UserCPU time millis testing
3.63
UserCPU time millis training
1926.83