Run
7944340

Run 7944340

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00127228198579714
mlr.classif.xgboost(7)_gamma0.00177161004369446
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight86.4719146613233
mlr.classif.xgboost(7)_subsample0.40123635516502
mlr.classif.xgboost(7)_colsample_bytree0.826082068495452
mlr.classif.xgboost(7)_colsample_bylevel0.934420429170132
mlr.classif.xgboost(7)_lambda0.0108875536949257
mlr.classif.xgboost(7)_alpha0.0373146988480022
mlr.classif.xgboost(7)_nrounds2299
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
0.9053
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8253
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6413
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20825.1427
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2822
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
0.8255
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8261
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8261
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5776
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3541
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7163
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
209.0198
UserCPU time millis
2142.72
UserCPU time millis testing
2
UserCPU time millis training
2140.72