Run
7947200

Run 7947200

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.00113113770862054
mlr.classif.xgboost(7)_gamma0.00108107090907538
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight4.35687890032129
mlr.classif.xgboost(7)_subsample0.722951994952746
mlr.classif.xgboost(7)_colsample_bytree0.775543748028577
mlr.classif.xgboost(7)_colsample_bylevel0.948824933357537
mlr.classif.xgboost(7)_lambda0.0023425114862396
mlr.classif.xgboost(7)_alpha366.953217118309
mlr.classif.xgboost(7)_nrounds3782
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
0.8697
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7804
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5482
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15691.5166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3395
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
0.7898
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7856
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7856
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6948
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3888
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7865
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
183.6596
UserCPU time millis
3630.05
UserCPU time millis testing
3.06
UserCPU time millis training
3626.99