Run
7947675

Run 7947675

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00315190478323969
mlr.classif.xgboost(7)_gamma22.1689437817142
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight3.96677650747809
mlr.classif.xgboost(7)_subsample0.505066582234576
mlr.classif.xgboost(7)_colsample_bytree0.883028586767614
mlr.classif.xgboost(7)_colsample_bylevel0.246730473451316
mlr.classif.xgboost(7)_lambda17.6736238738851
mlr.classif.xgboost(7)_alpha0.0980829866911297
mlr.classif.xgboost(7)_nrounds2588
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
0.9082
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8276
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6455
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21854.6312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2697
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
0.8289
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8289
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8289
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5519
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3496
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7073
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
191.196
UserCPU time millis
2182.55
UserCPU time millis testing
3.28
UserCPU time millis training
2179.27