Run
8560975

Run 8560975

Task 145979 (Supervised Classification) spambase Uploaded 26-11-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1454
mlr.classif.ranger(16)_mtry32
mlr.classif.ranger(16)_min.node.size34
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.113287553656846
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.967
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9266
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8456
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3208.3569
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1603
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
0.9271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.927
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.927
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3357
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2524
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5166
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1361.2927
UserCPU time millis
38.068
UserCPU time millis testing
1.992
UserCPU time millis training
36.076