Run
8461077

Run 8461077

Task 145979 (Supervised Classification) spambase Uploaded 03-11-2017 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.trees953
mlr.classif.ranger(13)_mtry5
mlr.classif.ranger(13)_min.node.size760
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.333098986907862
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
0.9594
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7815
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1870.0722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3141
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
0.9035
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8987
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8987
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6578
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3421
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7001
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1291.3584
UserCPU time millis
31.503
UserCPU time millis testing
2.789
UserCPU time millis training
28.714