Run
7944339

Run 7944339

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.448449355927713
mlr.classif.xgboost(7)_gamma0.59103302903964
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight4.49161206191468
mlr.classif.xgboost(7)_subsample0.573883153079078
mlr.classif.xgboost(7)_colsample_bytree0.679373854398727
mlr.classif.xgboost(7)_colsample_bylevel0.839630507864058
mlr.classif.xgboost(7)_lambda89.0933566165149
mlr.classif.xgboost(7)_alpha0.00180978564770097
mlr.classif.xgboost(7)_nrounds341
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
0.973
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9142
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8242
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33310.553
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1392
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
0.9141
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9142
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9142
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.285
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2513
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5084
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
174.3121
UserCPU time millis
421.52
UserCPU time millis testing
0.6
UserCPU time millis training
420.92