Run
7944473

Run 7944473

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.315906529749286
mlr.classif.xgboost(7)_gamma0.146516121871469
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight23.7410753994184
mlr.classif.xgboost(7)_subsample0.293557111849077
mlr.classif.xgboost(7)_colsample_bytree0.481192275509238
mlr.classif.xgboost(7)_colsample_bylevel0.320977472141385
mlr.classif.xgboost(7)_lambda0.625049278787883
mlr.classif.xgboost(7)_alpha1.03121029228869
mlr.classif.xgboost(7)_nrounds109
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
0.9092
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8304
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6518
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23139.7619
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2531
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
0.8307
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8312
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8312
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.518
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7002
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.68
UserCPU time millis
60.49
UserCPU time millis testing
0.2
UserCPU time millis training
60.29