DEVELOPMENT... OpenML
Run
82297

Run 82297

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I80
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_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
0.5767
Per class
Build CPU time
0.1095
Build memory
24519928.8553
F measure
0.6834
Per class
KB relative information score
-10.751
Mean absolute error
0.3399
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6082
Per class
Predictive accuracy
0.7799
Prior entropy
0.7667
Recall
0.7799
Per class
Relative absolute error
0.9844
Root mean prior squared error
0.4143
Root mean squared error
0.4174
Root relative squared error
1.0075
SciMark benchmark
944.2422