Run
7941266

Run 7941266

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)_eta0.163449134384315
mlr.classif.xgboost(7)_gamma472.827190702113
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight7.0563626904344
mlr.classif.xgboost(7)_subsample0.824622647720389
mlr.classif.xgboost(7)_colsample_bytree0.799505985155702
mlr.classif.xgboost(7)_colsample_bylevel0.653597133979201
mlr.classif.xgboost(7)_lambda0.00173147878212073
mlr.classif.xgboost(7)_alpha4.01388773997521
mlr.classif.xgboost(7)_nrounds2395
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
0.8428
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7594
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.506
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14272.5817
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3531
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
0.7756
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7675
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7675
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7227
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4035
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8164
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
179.7507
UserCPU time millis
711.5
UserCPU time millis testing
0.35
UserCPU time millis training
711.15