DEVELOPMENT... OpenML
Run
80480

Run 80480

Task 2121 (Supervised Classification) abalone Uploaded 02-12-2014 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)_I10
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
0.6653
Per class
Build CPU time
0.408
Build memory
773591384
F measure
0.203
Per class
Kappa
0.1099
KB relative information score
327.1444
Mean absolute error
0.0557
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
0.1995
Per class
Predictive accuracy
0.2155
Prior entropy
3.6268
Recall
0.2155
Per class
Relative absolute error
0.9014
Root mean prior squared error
0.1757
Root mean squared error
0.18
Root relative squared error
1.0244
SciMark benchmark
941.5201