DEVELOPMENT... OpenML
Run
27148

Run 27148

Task 4390 (Supervised Classification) chatfield_4 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
0.9481
Per class
Build CPU time
0.028
Build memory
181319369.0077
F measure
0.8899
Per class
Kappa
0.7713
KB relative information score
1622.6431
Mean absolute error
0.1544
Mean prior absolute error
0.4784
Number of instances
2350
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8917
Per class
Predictive accuracy
0.8894
Prior entropy
0.9689
Recall
0.8894
Per class
Relative absolute error
0.3226
Root mean prior squared error
0.489
Root mean squared error
0.2889
Root relative squared error
0.5907
SciMark benchmark
947.9498