Run
7942764

Run 7942764

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.515141753489413
mlr.classif.xgboost(7)_gamma1.14229134602875
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight2.77835537052865
mlr.classif.xgboost(7)_subsample0.66846659113653
mlr.classif.xgboost(7)_colsample_bytree0.218032573722303
mlr.classif.xgboost(7)_colsample_bylevel0.715855732187629
mlr.classif.xgboost(7)_lambda275.461712647511
mlr.classif.xgboost(7)_alpha0.286087422931855
mlr.classif.xgboost(7)_nrounds3960
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
0.9415
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8668
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7268
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27354.6762
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2061
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
0.8668
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8671
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8671
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4218
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3095
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6262
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
240.5568
UserCPU time millis
1002.66
UserCPU time millis testing
0.92
UserCPU time millis training
1001.74