Run
7939928

Run 7939928

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0537924602857211
mlr.classif.xgboost(7)_gamma0.00354946917656808
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight22.8155669606642
mlr.classif.xgboost(7)_subsample0.268804967054166
mlr.classif.xgboost(7)_colsample_bytree0.747347005270422
mlr.classif.xgboost(7)_colsample_bylevel0.451537814736366
mlr.classif.xgboost(7)_lambda0.0020803948008964
mlr.classif.xgboost(7)_alpha104.10563154736
mlr.classif.xgboost(7)_nrounds1198
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
0.8891
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8096
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6081
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19818.8758
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2922
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
0.8124
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8118
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8118
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5981
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3663
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.741
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
185.6717
UserCPU time millis
280.77
UserCPU time millis testing
0.27
UserCPU time millis training
280.5