Run
6357874

Run 6357874

Task 146012 (Supervised Classification) electricity Uploaded 29-08-2017 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)_eta0.0615787605171563
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight24.6484070152101
mlr.classif.xgboost(9)_subsample0.284756481694058
mlr.classif.xgboost(9)_colsample_bytree0.678988707484677
mlr.classif.xgboost(9)_colsample_bylevel0.190085616894066
mlr.classif.xgboost(9)_lambda0.13629681069542
mlr.classif.xgboost(9)_alpha0.00442538333713438
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3017
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
0.9453
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7351
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27884.6426
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2004
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
0.8708
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4102
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.304
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.615
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1278.6622
UserCPU time millis
2622.406
UserCPU time millis testing
54.298
UserCPU time millis training
2568.108