DEVELOPMENT... OpenML
Run
78601

Run 78601

Task 3849 (Supervised Classification) analcatdata_marketing 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)_I160
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
0.5367
Per class
Build CPU time
0.1044
Build memory
745589787.5165
F measure
0.5557
Per class
KB relative information score
-7.6499
Mean absolute error
0.4321
Mean prior absolute error
0.4326
Number of instances
364
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4679
Per class
Predictive accuracy
0.6841
Prior entropy
0.901
Recall
0.6841
Per class
Relative absolute error
0.9988
Root mean prior squared error
0.4649
Root mean squared error
0.4669
Root relative squared error
1.0044
SciMark benchmark
940.4855