Run
7942744

Run 7942744

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)_eta0.226247493808768
mlr.classif.xgboost(7)_gamma0.601098188948575
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight1.27376032407219
mlr.classif.xgboost(7)_subsample0.626580188376829
mlr.classif.xgboost(7)_colsample_bytree0.45895966347307
mlr.classif.xgboost(7)_colsample_bylevel0.937512940168381
mlr.classif.xgboost(7)_lambda0.00545040970828126
mlr.classif.xgboost(7)_alpha0.00256379883868535
mlr.classif.xgboost(7)_nrounds4320
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
0.9838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9369
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8707
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38106.0222
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0809
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
0.9368
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1656
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2178
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4406
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.1448
UserCPU time millis
3701.69
UserCPU time millis testing
2.97
UserCPU time millis training
3698.72