Run
7945213

Run 7945213

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.144893410206668
mlr.classif.xgboost(7)_gamma0.0592822556039076
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight9.04693055559099
mlr.classif.xgboost(7)_subsample0.819708140287548
mlr.classif.xgboost(7)_colsample_bytree0.349133531935513
mlr.classif.xgboost(7)_colsample_bylevel0.477950261905789
mlr.classif.xgboost(7)_lambda1.26694549873391
mlr.classif.xgboost(7)_alpha2.60140295333847
mlr.classif.xgboost(7)_nrounds1222
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
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8488
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6897
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24901.1886
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2339
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
0.8491
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8495
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8495
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4787
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3285
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6647
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
201.2298
UserCPU time millis
301.96
UserCPU time millis testing
0.4
UserCPU time millis training
301.56