Run
7941771

Run 7941771

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)_eta0.0035656184576378
mlr.classif.xgboost(7)_gamma0.00246938100770598
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight6.39689550476776
mlr.classif.xgboost(7)_subsample0.111081639584154
mlr.classif.xgboost(7)_colsample_bytree0.51700806170702
mlr.classif.xgboost(7)_colsample_bylevel0.274035589955747
mlr.classif.xgboost(7)_lambda0.597867845137402
mlr.classif.xgboost(7)_alpha2.01879902612626
mlr.classif.xgboost(7)_nrounds1193
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
0.8061
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7455
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4801
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7171.1027
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4273
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
0.7747
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.758
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.758
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8746
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4427
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8957
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
192.275
UserCPU time millis
224.69
UserCPU time millis testing
0.27
UserCPU time millis training
224.42