Run
7946102

Run 7946102

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)_eta0.106255114538352
mlr.classif.xgboost(7)_gamma21.008124492653
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight82.4887713060594
mlr.classif.xgboost(7)_subsample0.539305081102066
mlr.classif.xgboost(7)_colsample_bytree0.890440039150417
mlr.classif.xgboost(7)_colsample_bylevel0.932063139788806
mlr.classif.xgboost(7)_lambda33.2715979091349
mlr.classif.xgboost(7)_alpha0.130846073252701
mlr.classif.xgboost(7)_nrounds2305
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
0.83
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6509
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22591.9361
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2597
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
0.8302
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8307
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8307
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5315
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3488
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7057
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
203.4136
UserCPU time millis
598.16
UserCPU time millis testing
0.36
UserCPU time millis training
597.8