Run
7942799

Run 7942799

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.0361901905897828
mlr.classif.xgboost(7)_gamma1017.05748823104
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight2.10934741187521
mlr.classif.xgboost(7)_subsample0.950830202409998
mlr.classif.xgboost(7)_colsample_bytree0.962337028980255
mlr.classif.xgboost(7)_colsample_bylevel0.230445762164891
mlr.classif.xgboost(7)_lambda0.00183591623854655
mlr.classif.xgboost(7)_alpha0.979510736682772
mlr.classif.xgboost(7)_nrounds4585
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
0.8538
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7572
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5018
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12981.5665
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3687
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
0.7758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7546
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.407
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8235
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
192.3609
Total cost
UserCPU time millis
5922.82
UserCPU time millis testing
1.12
UserCPU time millis training
5921.7