DEVELOPMENT... OpenML
Run
27347

Run 27347

Task 4413 (Supervised Classification) house_8L 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
0.9428
Per class
Build CPU time
15.2873
Build memory
694502085.6597
F measure
0.8859
Per class
Kappa
0.7224
KB relative information score
142194.8091
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
0.8859
Per class
Predictive accuracy
0.8877
Prior entropy
0.8764
Recall
0.8877
Per class
Relative absolute error
0.3786
Root mean prior squared error
0.4565
Root mean squared error
0.2853
Root relative squared error
0.6249
SciMark benchmark
945.8639