Run
7945252

Run 7945252

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)_eta0.387887021251937
mlr.classif.xgboost(7)_gamma0.47853875277955
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight27.969774354559
mlr.classif.xgboost(7)_subsample0.565588504052721
mlr.classif.xgboost(7)_colsample_bytree0.324443273432553
mlr.classif.xgboost(7)_colsample_bylevel0.984999099746346
mlr.classif.xgboost(7)_lambda0.702126876567507
mlr.classif.xgboost(7)_alpha0.00530016087782061
mlr.classif.xgboost(7)_nrounds3038
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
0.9743
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8332
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35808.5798
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1071
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
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9186
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9186
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2191
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.498
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
204.9139
UserCPU time millis
2538.74
UserCPU time millis testing
3.41
UserCPU time millis training
2535.33