Run
8782659

Run 8782659

Task 145979 (Supervised Classification) spambase Uploaded 08-01-2018 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.trees811
mlr.classif.ranger(16)_mtry54
mlr.classif.ranger(16)_min.node.size1461
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.422790330741554
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
0.8719
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7806
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5356
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1672.8751
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3234
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
0.7845
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7853
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.7853
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6773
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3742
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7658
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1386.4463
UserCPU time millis
8.407
UserCPU time millis testing
0.564
UserCPU time millis training
7.843