Run
7947648

Run 7947648

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)_eta0.010082015153684
mlr.classif.xgboost(7)_gamma0.240715689537418
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight10.8457045543389
mlr.classif.xgboost(7)_subsample0.986803509644233
mlr.classif.xgboost(7)_colsample_bytree0.589440537244082
mlr.classif.xgboost(7)_colsample_bylevel0.335126628726721
mlr.classif.xgboost(7)_lambda487.862516031399
mlr.classif.xgboost(7)_alpha182.602755321411
mlr.classif.xgboost(7)_nrounds3288
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
0.8896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8088
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6066
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19572.7972
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2951
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
0.8121
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8112
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8112
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6039
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3668
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7422
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
195.327
UserCPU time millis
1151.31
UserCPU time millis testing
0.89
UserCPU time millis training
1150.42