Run
7941719

Run 7941719

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)_eta0.0223368303402795
mlr.classif.xgboost(7)_gamma0.00101752378247625
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight81.0056308757148
mlr.classif.xgboost(7)_subsample0.797027800790966
mlr.classif.xgboost(7)_colsample_bytree0.827683799341321
mlr.classif.xgboost(7)_colsample_bylevel0.963258896768093
mlr.classif.xgboost(7)_lambda4.45222177371997
mlr.classif.xgboost(7)_alpha87.5269581914801
mlr.classif.xgboost(7)_nrounds453
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
0.9101
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8311
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6532
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22595.6269
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2609
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
0.8313
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8317
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8317
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5339
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7012
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
207.327
UserCPU time millis
483.48
UserCPU time millis testing
0.45
UserCPU time millis training
483.03