Run
8237260

Run 8237260

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.trees395
mlr.classif.ranger(9)_mtry30
mlr.classif.ranger(9)_min.node.size123
mlr.classif.ranger(9)_replaceFALSE
mlr.classif.ranger(9)_sample.fraction0.166406692797318
mlr.classif.ranger(9)_respect.unordered.factorsTRUE
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
0.9631
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9222
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8363
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2975.1213
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.187
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
0.9228
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9226
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9226
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3916
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2697
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5519
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1805.0424
UserCPU time millis
10.127
UserCPU time millis testing
0.4
UserCPU time millis training
9.727