Run
7942746

Run 7942746

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)_eta0.0278155327648773
mlr.classif.xgboost(7)_gamma0.96895717435612
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight18.0343127256632
mlr.classif.xgboost(7)_subsample0.527954985923134
mlr.classif.xgboost(7)_colsample_bytree0.396476482972503
mlr.classif.xgboost(7)_colsample_bylevel0.252993381023407
mlr.classif.xgboost(7)_lambda0.716516871331646
mlr.classif.xgboost(7)_alpha0.0120198176289303
mlr.classif.xgboost(7)_nrounds1873
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
0.9158
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8364
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6639
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23138.779
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.254
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
0.8373
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8375
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8375
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5199
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3415
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6909
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.791
UserCPU time millis
592.41
UserCPU time millis testing
0.68
UserCPU time millis training
591.73