Run
8662973

Run 8662973

Task 145979 (Supervised Classification) spambase Uploaded 21-12-2017 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.trees96
mlr.classif.ranger(9)_mtry28
mlr.classif.ranger(9)_min.node.size6
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.177912660571747
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
0.9758
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9347
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8628
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3465.0227
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1303
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
0.9351
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2729
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2305
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4718
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1823.164
UserCPU time millis
4.238
UserCPU time millis testing
0.428
UserCPU time millis training
3.81