DEVELOPMENT... OpenML
Run
30788

Run 30788

Task 4413 (Supervised Classification) house_8L Uploaded 13-10-2014 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)_I80
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
0.946
Per class
Build CPU time
59.9029
Build memory
1082989712.9962
F measure
0.8883
Per class
Kappa
0.7282
KB relative information score
142651.9283
Mean absolute error
0.1578
Mean prior absolute error
0.4168
Number of instances
227840
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8885
Per class
Predictive accuracy
0.8901
Prior entropy
0.8764
Recall
0.8901
Per class
Relative absolute error
0.3787
Root mean prior squared error
0.4565
Root mean squared error
0.2817
Root relative squared error
0.6172
SciMark benchmark
900.6581