Run
7982785

Run 7982785

Task 145979 (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.trees1342
mlr.classif.ranger(9)_mtry18
mlr.classif.ranger(9)_min.node.size1341
mlr.classif.ranger(9)_sample.fraction0.525871255900711
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
0.9469
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2075.3688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.29
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
0.8952
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8933
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8933
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6073
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3304
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6762
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.7368
UserCPU time millis
10.028
UserCPU time millis testing
1.056
UserCPU time millis training
8.972