Run
8296167

Run 8296167

Task 43 (Supervised Classification) spambase Uploaded 28-10-2017 by OpenML_Bot R
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees657
mlr.classif.ranger(13)_mtry35
mlr.classif.ranger(13)_min.node.size278
mlr.classif.ranger(13)_replaceFALSE
mlr.classif.ranger(13)_sample.fraction0.128044329211116
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_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
0.9464
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8847
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7601
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2440.4692
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2454
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
0.8865
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8842
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8842
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5139
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.312
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6386
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1325.8232
UserCPU time millis
42.622
UserCPU time millis testing
2.308
UserCPU time millis training
40.314