DEVELOPMENT... OpenML
Run
79715

Run 79715

Task 2121 (Supervised Classification) abalone Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I40
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.7089
Per class
Build CPU time
1.303
Build memory
639314120
F measure
0.2276
Per class
Kappa
0.1361
KB relative information score
340.6152
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
0.2269
Per class
Predictive accuracy
0.238
Prior entropy
3.6268
Recall
0.238
Per class
Relative absolute error
0.8965
Root mean prior squared error
0.1757
Root mean squared error
0.1736
Root relative squared error
0.988
SciMark benchmark
941.5201