Run
7947874

Run 7947874

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)_eta0.0837868581142217
mlr.classif.xgboost(7)_gamma2.48778022534767
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight5.38390711935415
mlr.classif.xgboost(7)_subsample0.905982142593712
mlr.classif.xgboost(7)_colsample_bytree0.326728924177587
mlr.classif.xgboost(7)_colsample_bylevel0.984106183052063
mlr.classif.xgboost(7)_lambda0.0191453396774361
mlr.classif.xgboost(7)_alpha0.00426791692715999
mlr.classif.xgboost(7)_nrounds3457
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
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9354
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36013.469
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1087
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
0.9354
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9354
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9354
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2224
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2194
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4438
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
218.7381
UserCPU time millis
2913.56
UserCPU time millis testing
2.02
UserCPU time millis training
2911.54