Run
7947912

Run 7947912

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.0156961212835062
mlr.classif.xgboost(7)_gamma6.36375169598127
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight2.16554942617447
mlr.classif.xgboost(7)_subsample0.759221274103038
mlr.classif.xgboost(7)_colsample_bytree0.405286709778011
mlr.classif.xgboost(7)_colsample_bylevel0.394228921458125
mlr.classif.xgboost(7)_lambda0.0133370628771236
mlr.classif.xgboost(7)_alpha0.0277476560387868
mlr.classif.xgboost(7)_nrounds796
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
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8232
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6362
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20477.133
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2856
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
0.8267
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8254
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8254
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5845
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3561
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7204
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
183.6681
UserCPU time millis
329.59
UserCPU time millis testing
0.61
UserCPU time millis training
328.98