Run
7946440

Run 7946440

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.00208299743134842
mlr.classif.xgboost(7)_gamma0.0928992636719297
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight2.32559678916549
mlr.classif.xgboost(7)_subsample0.874410548224114
mlr.classif.xgboost(7)_colsample_bytree0.776397670246661
mlr.classif.xgboost(7)_colsample_bylevel0.69623980820179
mlr.classif.xgboost(7)_lambda0.148393686807258
mlr.classif.xgboost(7)_alpha1.55582647084481
mlr.classif.xgboost(7)_nrounds247
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
0.8791
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5439
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7133.018
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4302
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
0.7928
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8804
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4377
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8854
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
212.5713
UserCPU time millis
133.41
UserCPU time millis testing
0.32
UserCPU time millis training
133.09