Run
7945286

Run 7945286

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.00507558312279503
mlr.classif.xgboost(7)_gamma176.332188784689
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight7.17728346295699
mlr.classif.xgboost(7)_subsample0.231388048408553
mlr.classif.xgboost(7)_colsample_bytree0.450387127883732
mlr.classif.xgboost(7)_colsample_bylevel0.387344362400472
mlr.classif.xgboost(7)_lambda0.391312253826315
mlr.classif.xgboost(7)_alpha46.6277604976555
mlr.classif.xgboost(7)_nrounds1142
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
0.8349
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7551
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4975
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12030.4654
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3788
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
0.7738
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7641
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7641
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7753
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4146
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8388
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.5011
UserCPU time millis
550.02
UserCPU time millis testing
0.37
UserCPU time millis training
549.65