Run
7944358

Run 7944358

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.253305411721884
mlr.classif.xgboost(7)_gamma11.930661917737
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight1.01916966795757
mlr.classif.xgboost(7)_subsample0.832163493335247
mlr.classif.xgboost(7)_colsample_bytree0.699381290003657
mlr.classif.xgboost(7)_colsample_bylevel0.565703217871487
mlr.classif.xgboost(7)_lambda0.00201777619728644
mlr.classif.xgboost(7)_alpha0.271530118416235
mlr.classif.xgboost(7)_nrounds1358
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
0.9746
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9162
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8284
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32515.447
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1501
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
0.9162
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9162
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9162
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3071
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2511
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.508
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
166.7358
UserCPU time millis
1001.13
UserCPU time millis testing
0.4
UserCPU time millis training
1000.73