Run
7939949

Run 7939949

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0635661991467871
mlr.classif.xgboost(7)_gamma63.2628240022784
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight5.18926753135969
mlr.classif.xgboost(7)_subsample0.933001228421926
mlr.classif.xgboost(7)_colsample_bytree0.712105813995004
mlr.classif.xgboost(7)_colsample_bylevel0.936160860955715
mlr.classif.xgboost(7)_lambda0.583792609548392
mlr.classif.xgboost(7)_alpha0.447054536166182
mlr.classif.xgboost(7)_nrounds3433
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
0.9411
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8627
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7184
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25756.4233
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2266
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
0.8627
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.863
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.863
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4638
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3138
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6349
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
166.3654
UserCPU time millis
6019.54
UserCPU time millis testing
2.04
UserCPU time millis training
6017.5