Run
7902186

Run 7902186

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)_eta0.00308231012762297
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight31.7165000701312
mlr.classif.xgboost(9)_subsample0.706469473964535
mlr.classif.xgboost(9)_colsample_bytree0.644212851300836
mlr.classif.xgboost(9)_colsample_bylevel0.977357923984528
mlr.classif.xgboost(9)_lambda0.0240460637177927
mlr.classif.xgboost(9)_alpha0.0149622137123676
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4137
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
0.9572
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8868
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28902.484
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1907
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
0.8868
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8869
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3904
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2876
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.582
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1300.4267
UserCPU time millis
12055.782
UserCPU time millis testing
151.939
UserCPU time millis training
11903.843