Run
7942725

Run 7942725

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)_eta0.00361456420733714
mlr.classif.xgboost(7)_gamma10.0990040210203
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight1.74253218511356
mlr.classif.xgboost(7)_subsample0.262177094887011
mlr.classif.xgboost(7)_colsample_bytree0.519328376837075
mlr.classif.xgboost(7)_colsample_bylevel0.487993583269417
mlr.classif.xgboost(7)_lambda1.65898137149369
mlr.classif.xgboost(7)_alpha0.0422021391468973
mlr.classif.xgboost(7)_nrounds3464
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
0.907
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8261
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6425
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21674.968
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2708
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
0.8277
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8276
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8276
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5541
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7109
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.6104
UserCPU time millis
1242.66
UserCPU time millis testing
1.64
UserCPU time millis training
1241.02