Run
7947969

Run 7947969

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00296532551540156
mlr.classif.xgboost(7)_gamma508.566792571053
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight31.922332856815
mlr.classif.xgboost(7)_subsample0.232948418683372
mlr.classif.xgboost(7)_colsample_bytree0.984843532554805
mlr.classif.xgboost(7)_colsample_bylevel0.515458671562374
mlr.classif.xgboost(7)_lambda0.242669214265557
mlr.classif.xgboost(7)_alpha29.9916349541547
mlr.classif.xgboost(7)_nrounds764
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
0.8137
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7487
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4845
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8891.6704
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4123
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
0.7677
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7582
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7582
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8757
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.4091
UserCPU time millis
179.32
UserCPU time millis testing
0.19
UserCPU time millis training
179.13