DEVELOPMENT... OpenML
Run
32575

Run 32575

Task 4391 (Supervised Classification) house_16H 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)_I160
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
0.9508
Per class
Build CPU time
206.798
Build memory
890188643.2949
F measure
0.8912
Per class
Kappa
0.737
KB relative information score
140485.332
Mean absolute error
0.1631
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
0.8909
Per class
Predictive accuracy
0.8921
Prior entropy
0.8764
Recall
0.8921
Per class
Relative absolute error
0.3912
Root mean prior squared error
0.4565
Root mean squared error
0.2785
Root relative squared error
0.6102
SciMark benchmark
948.4038