Run
8208567

Run 8208567

Task 145979 (Supervised Classification) spambase Uploaded 23-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV10
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1438
mlr.classif.ranger(9)_mtry21
mlr.classif.ranger(9)_min.node.size167
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.229340439359657
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9237
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8396
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2923.3846
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1937
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
0.9242
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9241
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9241
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4057
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2704
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5533
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1789.2232
UserCPU time millis
30.986
UserCPU time millis testing
1.585
UserCPU time millis training
29.401