Run
7945616

Run 7945616

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)_eta0.206060168062421
mlr.classif.xgboost(7)_gamma7.85145079957353
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight3.14640893404531
mlr.classif.xgboost(7)_subsample0.38013353322167
mlr.classif.xgboost(7)_colsample_bytree0.595797488465905
mlr.classif.xgboost(7)_colsample_bylevel0.57055942825973
mlr.classif.xgboost(7)_lambda95.521589781498
mlr.classif.xgboost(7)_alpha0.0161689303255267
mlr.classif.xgboost(7)_nrounds967
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
0.9324
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8537
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25801.6066
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2239
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
0.8537
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8541
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8541
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4582
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3221
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6517
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
218.8187
UserCPU time millis
680.67
UserCPU time millis testing
0.41
UserCPU time millis training
680.26