DEVELOPMENT... OpenML
Run
58575

Run 58575

Task 43 (Supervised Classification) spambase Uploaded 15-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I20
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9857
Per class
Build CPU time
594.7282
Build memory
82310605.8892
F measure
0.9473
Per class
Kappa
0.8895
KB relative information score
3863.4093
Mean absolute error
0.0816
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9473
Per class
Predictive accuracy
0.9474
Prior entropy
0.9674
Recall
0.9474
Per class
Relative absolute error
0.1709
Root mean prior squared error
0.4886
Root mean squared error
0.199
Root relative squared error
0.4072
SciMark benchmark
942.6348