Run
8563561

Run 8563561

Task 145979 (Supervised Classification) spambase Uploaded 26-11-2017 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(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees681
mlr.classif.ranger(9)_mtry51
mlr.classif.ranger(9)_min.node.size23
mlr.classif.ranger(9)_sample.fraction0.89648169435095
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
0.9796
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.874
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3649.812
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1078
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
0.9402
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9402
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9402
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2257
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2166
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4432
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1833.7233
UserCPU time millis
121.834
UserCPU time millis testing
1.071
UserCPU time millis training
120.763