Run
7947995

Run 7947995

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.297832723529918
mlr.classif.xgboost(7)_gamma35.0305125752724
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight105.058163423397
mlr.classif.xgboost(7)_subsample0.801092513161711
mlr.classif.xgboost(7)_colsample_bytree0.239107936434448
mlr.classif.xgboost(7)_colsample_bylevel0.397165637649596
mlr.classif.xgboost(7)_lambda0.00243426916066094
mlr.classif.xgboost(7)_alpha0.02013258398305
mlr.classif.xgboost(7)_nrounds4053
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
0.9228
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8445
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24652.1621
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2365
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
0.8445
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8449
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8449
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.484
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3325
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6727
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
206.1247
UserCPU time millis
1555.01
UserCPU time millis testing
0.49
UserCPU time millis training
1554.52