Run
7944539

Run 7944539

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)_eta0.00323271299263168
mlr.classif.xgboost(7)_gamma0.0178970705155075
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight52.3514469871265
mlr.classif.xgboost(7)_subsample0.738485411251895
mlr.classif.xgboost(7)_colsample_bytree0.763138049095869
mlr.classif.xgboost(7)_colsample_bylevel0.800268842093647
mlr.classif.xgboost(7)_lambda1.29404495302681
mlr.classif.xgboost(7)_alpha158.026554041922
mlr.classif.xgboost(7)_nrounds3418
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
0.899
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8193
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6286
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20815.2186
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2815
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
0.8206
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8207
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8207
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5762
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3579
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7241
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
179.5096
UserCPU time millis
2250.29
UserCPU time millis testing
2.05
UserCPU time millis training
2248.24