Run
8160746

Run 8160746

Task 145979 (Supervised Classification) spambase Uploaded 18-10-2017 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.trees1967
mlr.classif.ranger(9)_mtry23
mlr.classif.ranger(9)_min.node.size735
mlr.classif.ranger(9)_sample.fraction0.297669742093422
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
0.9445
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7736
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2157.1007
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2795
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
0.8938
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8935
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8935
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5853
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3264
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6679
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1740.2292
UserCPU time millis
15.804
UserCPU time millis testing
1.495
UserCPU time millis training
14.309