Run
8179256

Run 8179256

Task 145979 (Supervised Classification) spambase Uploaded 19-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(9)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(9)_num.trees1534
mlr.classif.ranger(9)_mtry24
mlr.classif.ranger(9)_min.node.size2370
mlr.classif.ranger(9)_sample.fraction0.756915653729811
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
0.9312
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.862
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7077
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1795.8612
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3174
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
0.8745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8661
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8661
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6647
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3545
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7255
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1880.8767
UserCPU time millis
11.412
UserCPU time millis testing
0.991
UserCPU time millis training
10.421