Run
7942782

Run 7942782

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)_eta0.0303632846292077
mlr.classif.xgboost(7)_gamma5.87005343305583
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight8.56749147169652
mlr.classif.xgboost(7)_subsample0.993217945867218
mlr.classif.xgboost(7)_colsample_bytree0.608182944916189
mlr.classif.xgboost(7)_colsample_bylevel0.275839418545365
mlr.classif.xgboost(7)_lambda32.1001020949542
mlr.classif.xgboost(7)_alpha66.2877998742015
mlr.classif.xgboost(7)_nrounds307
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
0.8968
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8171
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6237
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20185.1314
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2886
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
0.8195
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.819
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.819
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5907
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3609
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7302
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.2214
UserCPU time millis
179.71
UserCPU time millis testing
0.34
UserCPU time millis training
179.37