Run
8237257

Run 8237257

Task 43 (Supervised Classification) spambase Uploaded 25-10-2017 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.trees655
mlr.classif.ranger(9)_mtry25
mlr.classif.ranger(9)_min.node.size3437
mlr.classif.ranger(9)_sample.fraction0.977196758962236
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
0.9254
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6471
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1636.9125
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3336
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
0.8564
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8407
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8407
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6985
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3666
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7503
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1803.1958
UserCPU time millis
5.741
UserCPU time millis testing
0.413
UserCPU time millis training
5.328