Run
8184396

Run 8184396

Task 145979 (Supervised Classification) spambase Uploaded 19-10-2017 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.trees1649
mlr.classif.ranger(9)_mtry27
mlr.classif.ranger(9)_min.node.size7
mlr.classif.ranger(9)_sample.fraction0.217544153053313
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
0.9771
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8635
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3435.5964
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1346
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
0.9352
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9352
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9352
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2819
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.229
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4685
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1684.9666
UserCPU time millis
67.461
UserCPU time millis testing
3.413
UserCPU time millis training
64.048