Run
7941703

Run 7941703

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.00305270308964386
mlr.classif.xgboost(7)_gamma0.568022222090654
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight8.10503959616879
mlr.classif.xgboost(7)_subsample0.376896403450519
mlr.classif.xgboost(7)_colsample_bytree0.456689557433128
mlr.classif.xgboost(7)_colsample_bylevel0.419715754687786
mlr.classif.xgboost(7)_lambda477.915025386446
mlr.classif.xgboost(7)_alpha0.00142122738164845
mlr.classif.xgboost(7)_nrounds807
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
0.8404
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.763
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5135
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9280.6925
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4083
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
0.78
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8356
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4267
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8633
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
209.3263
UserCPU time millis
386.58
UserCPU time millis testing
0.47
UserCPU time millis training
386.11