Run
7945272

Run 7945272

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.302407482991766
mlr.classif.xgboost(7)_gamma0.0183178870810573
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight37.4572713390177
mlr.classif.xgboost(7)_subsample0.447655647573993
mlr.classif.xgboost(7)_colsample_bytree0.393742286972702
mlr.classif.xgboost(7)_colsample_bylevel0.736818494834006
mlr.classif.xgboost(7)_lambda10.3717848867775
mlr.classif.xgboost(7)_alpha5.86459283179399
mlr.classif.xgboost(7)_nrounds680
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
0.9583
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.89
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7747
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30309.7772
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1731
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
0.8899
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8901
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3542
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2824
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5714
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
180.621
UserCPU time millis
448.61
UserCPU time millis testing
0.5
UserCPU time millis training
448.11