DEVELOPMENT... OpenML
Run
59708

Run 59708

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)_I10
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
0.9839
Per class
Build CPU time
225.4547
Build memory
92662566.875
F measure
0.9475
Per class
Kappa
0.8899
KB relative information score
3857.6867
Mean absolute error
0.0819
Mean prior absolute error
0.4776
Number of instances
4601
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9476
Per class
Predictive accuracy
0.9476
Prior entropy
0.9674
Recall
0.9476
Per class
Relative absolute error
0.1715
Root mean prior squared error
0.4886
Root mean squared error
0.2022
Root relative squared error
0.4137
SciMark benchmark
821.7292