Run
7945200

Run 7945200

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)_eta0.0695941796524985
mlr.classif.xgboost(7)_gamma0.173978367094552
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight5.22807411257335
mlr.classif.xgboost(7)_subsample0.519148962222971
mlr.classif.xgboost(7)_colsample_bytree0.338550700061023
mlr.classif.xgboost(7)_colsample_bylevel0.96817868500948
mlr.classif.xgboost(7)_lambda47.0608576006207
mlr.classif.xgboost(7)_alpha27.522717246189
mlr.classif.xgboost(7)_nrounds3210
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
0.9364
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8595
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7118
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26218.0663
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2195
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
0.8595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8598
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8598
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4492
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6417
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.7483
UserCPU time millis
1383.56
UserCPU time millis testing
1.56
UserCPU time millis training
1382