Run
7947899

Run 7947899

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)_eta0.340629542317101
mlr.classif.xgboost(7)_gamma10.5128410123669
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight18.1084576284853
mlr.classif.xgboost(7)_subsample0.974718254501931
mlr.classif.xgboost(7)_colsample_bytree0.755381598323584
mlr.classif.xgboost(7)_colsample_bylevel0.742599369771779
mlr.classif.xgboost(7)_lambda1.32738352794852
mlr.classif.xgboost(7)_alpha0.0425941950426889
mlr.classif.xgboost(7)_nrounds1628
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
0.974
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9161
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8282
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33103.3195
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1425
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
0.9161
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9162
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9162
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2915
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2499
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5056
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
210.9127
Total cost
UserCPU time millis
1903.83
UserCPU time millis testing
0.34
UserCPU time millis training
1903.49