Run
7965948

Run 7965948

Task 43 (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.trees294
mlr.classif.ranger(9)_mtry54
mlr.classif.ranger(9)_min.node.size1414
mlr.classif.ranger(9)_sample.fraction0.632008665730245
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
0.9318
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7319
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2456.6325
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2411
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
0.8737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.87
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.87
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.505
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3205
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.656
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1846.2342
UserCPU time millis
6.686
UserCPU time millis testing
0.182
UserCPU time millis training
6.504