Run
7793582

Run 7793582

Task 145979 (Supervised Classification) spambase Uploaded 09-09-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0597826831392362
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight16.2525463724462
mlr.classif.xgboost(9)_subsample0.42874524903018
mlr.classif.xgboost(9)_colsample_bytree0.406335741747171
mlr.classif.xgboost(9)_colsample_bylevel0.673156450036913
mlr.classif.xgboost(9)_lambda0.00153812494630073
mlr.classif.xgboost(9)_alpha1.55630150730693
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1125
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9802
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8748
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3694.1297
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1025
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9408
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9407
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9407
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2146
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2151
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4402
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1293.0202
UserCPU time millis
210.466
UserCPU time millis testing
1.933
UserCPU time millis training
208.533