DEVELOPMENT... OpenML
Run
79645

Run 79645

Task 43 (Supervised Classification) spambase Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I40
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.9868
Per class
Build CPU time
1.3289
Build memory
1524636267.9296
F measure
0.9516
Per class
Kappa
0.8985
KB relative information score
3720.3022
Mean absolute error
0.1015
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
0.9517
Per class
Predictive accuracy
0.9518
Prior entropy
0.9674
Recall
0.9518
Per class
Relative absolute error
0.2125
Root mean prior squared error
0.4886
Root mean squared error
0.1992
Root relative squared error
0.4076
SciMark benchmark
941.0866