Run
7947993

Run 7947993

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.127752744916321
mlr.classif.xgboost(7)_gamma0.00144604079850297
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight59.3554785080927
mlr.classif.xgboost(7)_subsample0.848832406895235
mlr.classif.xgboost(7)_colsample_bytree0.334539195522666
mlr.classif.xgboost(7)_colsample_bylevel0.700994904153049
mlr.classif.xgboost(7)_lambda698.923282199693
mlr.classif.xgboost(7)_alpha0.0508205851565474
mlr.classif.xgboost(7)_nrounds1403
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
0.9341
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8584
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7096
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26024.6528
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2218
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
0.8584
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8587
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8587
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4538
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3194
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6462
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
199.7532
UserCPU time millis
778.93
UserCPU time millis testing
0.82
UserCPU time millis training
778.11