DEVELOPMENT... OpenML
Run
27365

Run 27365

Task 2121 (Supervised Classification) abalone 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
0.7184
Per class
Build CPU time
2.842
Build memory
490185984
F measure
0.2198
Per class
Kappa
0.1284
KB relative information score
345.3141
Mean absolute error
0.0553
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
0.2172
Per class
Predictive accuracy
0.23
Prior entropy
3.6268
Recall
0.23
Per class
Relative absolute error
0.8947
Root mean prior squared error
0.1757
Root mean squared error
0.1742
Root relative squared error
0.9915
SciMark benchmark
883.8497