Run
7965928

Run 7965928

Task 43 (Supervised Classification) spambase Uploaded 17-10-2017 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.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees690
mlr.classif.ranger(9)_mtry27
mlr.classif.ranger(9)_min.node.size2
mlr.classif.ranger(9)_sample.fraction0.873298329394311
mlr.classif.ranger(9)_num.threads1
mlr.classif.ranger(9)_verboseFALSE
mlr.classif.ranger(9)_openml.seed1
mlr.classif.ranger(9)_openml.kindMersenne-Twister
mlr.classif.ranger(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
0.9834
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9488
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8927
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3695.234
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1042
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
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9489
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9489
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2181
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.205
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4195
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1824.8044
UserCPU time millis
71.592
UserCPU time millis testing
1.766
UserCPU time millis training
69.826