Run
7945264

Run 7945264

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.461968428997114
mlr.classif.xgboost(7)_gamma0.00118197886576334
mlr.classif.xgboost(7)_min_child_weight38.1275507367452
mlr.classif.xgboost(7)_subsample0.662384996097535
mlr.classif.xgboost(7)_colsample_bytree0.908153790608049
mlr.classif.xgboost(7)_colsample_bylevel0.225292968936265
mlr.classif.xgboost(7)_lambda115.586382172085
mlr.classif.xgboost(7)_alpha0.342794940139545
mlr.classif.xgboost(7)_nrounds3048
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
0.9682
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9063
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8082
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32880.1958
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.143
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
0.9063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9064
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9064
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2613
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5287
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.6887
UserCPU time millis
1425.47
UserCPU time millis testing
1.98
UserCPU time millis training
1423.49