Run
8782653

Run 8782653

Task 145979 (Supervised Classification) spambase Uploaded 08-01-2018 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1274
mlr.classif.ranger(16)_mtry40
mlr.classif.ranger(16)_min.node.size368
mlr.classif.ranger(16)_sample.fraction0.891200817911886
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_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
0.9671
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9201
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8319
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3203.8401
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1592
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
0.921
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9207
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9207
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3333
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2567
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5254
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1380.2201
UserCPU time millis
141.418
UserCPU time millis testing
1.616
UserCPU time millis training
139.802