Run
7941784

Run 7941784

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.00233234760572605
mlr.classif.xgboost(7)_gamma34.5470646614407
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight48.0816576851527
mlr.classif.xgboost(7)_subsample0.758793713222258
mlr.classif.xgboost(7)_colsample_bytree0.439724861830473
mlr.classif.xgboost(7)_colsample_bylevel0.513994995504618
mlr.classif.xgboost(7)_lambda0.072986366373271
mlr.classif.xgboost(7)_alpha78.8934686615914
mlr.classif.xgboost(7)_nrounds4891
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
0.8892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8094
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6079
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19524.6548
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2957
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
0.8119
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8115
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8115
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6052
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3671
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7427
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
163.8653
UserCPU time millis
3189.21
UserCPU time millis testing
2.31
UserCPU time millis training
3186.9