Run
7939930

Run 7939930

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)_eta0.024976735309514
mlr.classif.xgboost(7)_gamma0.0204772452489667
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight44.946854084727
mlr.classif.xgboost(7)_subsample0.594823713740334
mlr.classif.xgboost(7)_colsample_bytree0.519208407960832
mlr.classif.xgboost(7)_colsample_bylevel0.291248865239322
mlr.classif.xgboost(7)_lambda0.0215771047456412
mlr.classif.xgboost(7)_alpha25.9553165017424
mlr.classif.xgboost(7)_nrounds407
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
0.9038
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8249
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.64
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21292.6997
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.276
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
0.8261
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8262
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8262
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5649
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3536
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7154
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
191.5216
UserCPU time millis
244.19
UserCPU time millis testing
0.32
UserCPU time millis training
243.87