Run
7941153

Run 7941153

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.00165635631886974
mlr.classif.xgboost(7)_gamma301.701258419025
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight3.06509790843941
mlr.classif.xgboost(7)_subsample0.981767545919865
mlr.classif.xgboost(7)_colsample_bytree0.970215131901205
mlr.classif.xgboost(7)_colsample_bylevel0.287966311536729
mlr.classif.xgboost(7)_lambda0.868315882918563
mlr.classif.xgboost(7)_alpha0.289718419034363
mlr.classif.xgboost(7)_nrounds2502
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
0.8655
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7656
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5185
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15571.2593
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3392
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
0.7817
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7733
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7733
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6942
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3925
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7941
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.4491
UserCPU time millis
1204.62
UserCPU time millis testing
0.92
UserCPU time millis training
1203.7