Run
7946313

Run 7946313

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.00347385989742494
mlr.classif.xgboost(7)_gamma0.00210443272739644
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight97.5842047323774
mlr.classif.xgboost(7)_subsample0.898512165760621
mlr.classif.xgboost(7)_colsample_bytree0.96571125369519
mlr.classif.xgboost(7)_colsample_bylevel0.761337892524898
mlr.classif.xgboost(7)_lambda0.139623424362677
mlr.classif.xgboost(7)_alpha0.172497322952787
mlr.classif.xgboost(7)_nrounds942
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
0.8627
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7623
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5119
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15381.3746
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3402
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
0.7795
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7705
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7705
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6963
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3947
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7986
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.5121
UserCPU time millis
251.9
UserCPU time millis testing
0.29
UserCPU time millis training
251.61