Run
7939963

Run 7939963

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)_eta0.00234023154356504
mlr.classif.xgboost(7)_gamma0.0134379642094379
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight47.5135149398736
mlr.classif.xgboost(7)_subsample0.972333374852315
mlr.classif.xgboost(7)_colsample_bytree0.772159854695201
mlr.classif.xgboost(7)_colsample_bylevel0.370016827620566
mlr.classif.xgboost(7)_lambda0.01508576472274
mlr.classif.xgboost(7)_alpha0.00394413557160484
mlr.classif.xgboost(7)_nrounds2740
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
0.9194
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8396
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6704
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22967.062
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2572
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
0.8403
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8405
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8405
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5263
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3392
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6863
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
171.5179
UserCPU time millis
1614.01
UserCPU time millis testing
3.38
UserCPU time millis training
1610.63