Run
8219441

Run 8219441

Task 145979 (Supervised Classification) spambase Uploaded 24-10-2017 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.trees1717
mlr.classif.ranger(9)_mtry38
mlr.classif.ranger(9)_min.node.size1
mlr.classif.ranger(9)_sample.fraction0.157610147562809
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
0.976
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9345
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8624
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3419.1227
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1366
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
0.9348
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9348
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9348
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2859
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4726
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1809.4417
UserCPU time millis
57.557
UserCPU time millis testing
2.618
UserCPU time millis training
54.939