Run
8557051

Run 8557051

Task 145979 (Supervised Classification) spambase Uploaded 24-11-2017 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(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1929
mlr.classif.ranger(16)_mtry52
mlr.classif.ranger(16)_min.node.size260
mlr.classif.ranger(16)_sample.fraction0.303581646131352
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
0.9611
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9224
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8366
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3073.8469
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1739
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
0.9237
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9231
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9231
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2681
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5486
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1222.8597
UserCPU time millis
134.369
UserCPU time millis testing
2.716
UserCPU time millis training
131.653