Run
7938703

Run 7938703

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.0824244585093816
mlr.classif.xgboost(7)_gamma0.00612672837169855
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight8.82193330154016
mlr.classif.xgboost(7)_subsample0.374115192424506
mlr.classif.xgboost(7)_colsample_bytree0.310807906836271
mlr.classif.xgboost(7)_colsample_bylevel0.934458536095917
mlr.classif.xgboost(7)_lambda8.40440429265968
mlr.classif.xgboost(7)_alpha0.735955154651561
mlr.classif.xgboost(7)_nrounds2308
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
0.9747
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9186
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8333
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34082.9528
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1299
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
0.9186
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9186
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9186
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2659
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2462
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.498
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
168.4931
UserCPU time millis
2268.21
UserCPU time millis testing
3.86
UserCPU time millis training
2264.35