Run
7942789

Run 7942789

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.275393477767268
mlr.classif.xgboost(7)_gamma0.466090581040303
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight6.42248285332208
mlr.classif.xgboost(7)_subsample0.835573927965015
mlr.classif.xgboost(7)_colsample_bytree0.924546040222049
mlr.classif.xgboost(7)_colsample_bylevel0.393559364229441
mlr.classif.xgboost(7)_lambda9.2140282306497
mlr.classif.xgboost(7)_alpha0.0388252078340545
mlr.classif.xgboost(7)_nrounds3146
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
0.9803
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9294
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8554
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36390.4017
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1021
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
0.9294
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9294
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9294
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2089
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2285
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4622
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
190.0781
UserCPU time millis
1386.71
UserCPU time millis testing
1.78
UserCPU time millis training
1384.93