Run
7895131

Run 7895131

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.140762216315265
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight1.02173562182218
mlr.classif.xgboost(9)_subsample0.233907600096427
mlr.classif.xgboost(9)_colsample_bytree0.626207055523992
mlr.classif.xgboost(9)_colsample_bylevel0.371882076840848
mlr.classif.xgboost(9)_lambda279.505180397451
mlr.classif.xgboost(9)_alpha0.673873378503038
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3680
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9178
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8418
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6754
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24216.1328
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2411
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
0.842
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8424
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8424
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4934
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.683
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1302.475
UserCPU time millis
2140.11
UserCPU time millis testing
36.722
UserCPU time millis training
2103.388