Run
6356497

Run 6356497

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)_eta0.0193989649539391
mlr.classif.xgboost(9)_max_depth5
mlr.classif.xgboost(9)_min_child_weight13.7808323605408
mlr.classif.xgboost(9)_subsample0.104180058883503
mlr.classif.xgboost(9)_colsample_bytree0.342991673620418
mlr.classif.xgboost(9)_colsample_bylevel0.541894947644323
mlr.classif.xgboost(9)_lambda0.0475942117695935
mlr.classif.xgboost(9)_alpha0.00683084909900453
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2263
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
0.924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8474
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6869
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24611.3182
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2374
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
0.8476
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.486
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3313
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6702
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1278.9976
UserCPU time millis
1855.283
UserCPU time millis testing
41.829
UserCPU time millis training
1813.454