Run
7947848

Run 7947848

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00239064319072126
mlr.classif.xgboost(7)_gamma0.0028033734924043
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight1.8238409139318
mlr.classif.xgboost(7)_subsample0.378537180065177
mlr.classif.xgboost(7)_colsample_bytree0.526705593988299
mlr.classif.xgboost(7)_colsample_bylevel0.418327078223228
mlr.classif.xgboost(7)_lambda0.161870357365702
mlr.classif.xgboost(7)_alpha2.56062132029059
mlr.classif.xgboost(7)_nrounds4380
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
0.9331
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8544
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7009
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24586.1544
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2398
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
0.8549
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8551
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8551
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4908
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.324
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6556
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
208.0969
UserCPU time millis
3016.7
UserCPU time millis testing
8.76
UserCPU time millis training
3007.94