Run
7944365

Run 7944365

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)_eta0.00131990159756118
mlr.classif.xgboost(7)_gamma0.0880192822496991
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight14.5649133624936
mlr.classif.xgboost(7)_subsample0.97816459259484
mlr.classif.xgboost(7)_colsample_bytree0.59543073605746
mlr.classif.xgboost(7)_colsample_bylevel0.417531826160848
mlr.classif.xgboost(7)_lambda0.0179933080552854
mlr.classif.xgboost(7)_alpha0.0228964484216457
mlr.classif.xgboost(7)_nrounds3700
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
0.8226
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7574
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5023
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12366.2182
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3737
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
0.7761
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7663
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7663
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7647
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4135
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8366
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.0163
UserCPU time millis
698.11
UserCPU time millis testing
0.57
UserCPU time millis training
697.54