DEVELOPMENT... OpenML
Run
27551

Run 27551

Task 3688 (Supervised Classification) houses Uploaded 08-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I20
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9988
Per class
Build CPU time
4.0167
Build memory
1649772192.8
F measure
0.9833
Per class
Kappa
0.966
KB relative information score
19693.914
Mean absolute error
0.0237
Mean prior absolute error
0.4907
Number of instances
20640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9833
Per class
Predictive accuracy
0.9833
Prior entropy
0.9866
Recall
0.9833
Per class
Relative absolute error
0.0483
Root mean prior squared error
0.4953
Root mean squared error
0.1098
Root relative squared error
0.2217
SciMark benchmark
900.5395