Run
7944515

Run 7944515

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)_eta0.0606736007985249
mlr.classif.xgboost(7)_gamma169.270771456303
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight1.01369022080469
mlr.classif.xgboost(7)_subsample0.911137947207317
mlr.classif.xgboost(7)_colsample_bytree0.995876827277243
mlr.classif.xgboost(7)_colsample_bylevel0.767974860221148
mlr.classif.xgboost(7)_lambda175.050152906951
mlr.classif.xgboost(7)_alpha86.527653922983
mlr.classif.xgboost(7)_nrounds1938
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
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7882
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.564
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17342.6909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3204
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
0.7952
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7923
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7923
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6557
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3806
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.77
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.4396
UserCPU time millis
1620.93
UserCPU time millis testing
0.37
UserCPU time millis training
1620.56