Run
7947805

Run 7947805

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)_eta0.000980396170312773
mlr.classif.xgboost(7)_gamma16.8197534185809
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight1.02371947226423
mlr.classif.xgboost(7)_subsample0.340378354862332
mlr.classif.xgboost(7)_colsample_bytree0.516623129881918
mlr.classif.xgboost(7)_colsample_bylevel0.641369848325849
mlr.classif.xgboost(7)_lambda6.0460348479466
mlr.classif.xgboost(7)_alpha0.032065145599573
mlr.classif.xgboost(7)_nrounds2223
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
0.8432
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7572
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.502
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11799.3728
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3807
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
0.7762
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7662
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7662
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7791
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.836
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
180.705
UserCPU time millis
539.68
UserCPU time millis testing
0.52
UserCPU time millis training
539.16