DEVELOPMENT... OpenML
Run
32009

Run 32009

Task 2121 (Supervised Classification) abalone 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
0.7403
Per class
Build CPU time
18.958
Build memory
612415440
F measure
0.2393
Per class
Kappa
0.1494
KB relative information score
346.5627
Mean absolute error
0.0554
Mean prior absolute error
0.0618
Number of instances
1378
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2412
Per class
Predictive accuracy
0.2504
Prior entropy
3.6268
Recall
0.2504
Per class
Relative absolute error
0.8961
Root mean prior squared error
0.1757
Root mean squared error
0.1717
Root relative squared error
0.9774
SciMark benchmark
944.8071