Run
8541286

Run 8541286

Task 145979 (Supervised Classification) spambase Uploaded 18-11-2017 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(15)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(15)_num.trees1874
mlr.classif.ranger(15)_mtry10
mlr.classif.ranger(15)_min.node.size243
mlr.classif.ranger(15)_sample.fraction0.184284864575602
mlr.classif.ranger(15)_num.threads1
mlr.classif.ranger(15)_verboseFALSE
mlr.classif.ranger(15)_openml.seed1
mlr.classif.ranger(15)_openml.kindMersenne-Twister
mlr.classif.ranger(15)_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
0.9642
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9181
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.828
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2515.5513
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2426
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
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9185
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5079
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2945
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6027
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1248.3483
UserCPU time millis
23.92
UserCPU time millis testing
2.23
UserCPU time millis training
21.69