Run
7944359

Run 7944359

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0854518923873476
mlr.classif.xgboost(7)_gamma106.395173464156
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight63.6808662315323
mlr.classif.xgboost(7)_subsample0.297920528426766
mlr.classif.xgboost(7)_colsample_bytree0.6211799191311
mlr.classif.xgboost(7)_colsample_bylevel0.667224889434874
mlr.classif.xgboost(7)_lambda0.758547743801418
mlr.classif.xgboost(7)_alpha255.35539044849
mlr.classif.xgboost(7)_nrounds4915
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
0.8325
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.754
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4951
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11533.7165
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3846
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
0.7709
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7626
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7626
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8443
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
204.819
UserCPU time millis
2127.03
UserCPU time millis testing
0.59
UserCPU time millis training
2126.44