Run
7945249

Run 7945249

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)_eta0.175799617789574
mlr.classif.xgboost(7)_gamma0.237408293334492
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight94.106275278041
mlr.classif.xgboost(7)_subsample0.612791729252785
mlr.classif.xgboost(7)_colsample_bytree0.531958823278546
mlr.classif.xgboost(7)_colsample_bylevel0.301289527490735
mlr.classif.xgboost(7)_lambda574.606717936171
mlr.classif.xgboost(7)_alpha0.0226745815328335
mlr.classif.xgboost(7)_nrounds420
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
0.8737
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7945
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5769
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18638.4307
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3037
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
0.8002
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.798
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.798
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6215
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3778
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7643
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.8986
UserCPU time millis
78.37
UserCPU time millis testing
0.18
UserCPU time millis training
78.19