Run
8305491

Run 8305491

Task 43 (Supervised Classification) spambase Uploaded 29-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • AzureBot1 botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees563
mlr.classif.ranger(13)_mtry10
mlr.classif.ranger(13)_min.node.size211
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.845633014547639
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9349
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.863
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3201.3225
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1631
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
0.9355
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9352
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9352
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3415
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2432
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1218.6173
UserCPU time millis
108.467
UserCPU time millis testing
4.245
UserCPU time millis training
104.222