Run
7942780

Run 7942780

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.00135651369750232
mlr.classif.xgboost(7)_gamma0.0139493963445321
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight104.791812562649
mlr.classif.xgboost(7)_subsample0.112226760736667
mlr.classif.xgboost(7)_colsample_bytree0.450460422411561
mlr.classif.xgboost(7)_colsample_bylevel0.768990311212838
mlr.classif.xgboost(7)_lambda0.00188488947164749
mlr.classif.xgboost(7)_alpha0.00446620347600186
mlr.classif.xgboost(7)_nrounds4192
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
0.8775
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7982
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5847
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18166.2111
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3107
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
0.8032
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6358
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3767
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7622
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
179.6851
UserCPU time millis
1704.04
UserCPU time millis testing
1.89
UserCPU time millis training
1702.15