DEVELOPMENT... OpenML
Run
59769

Run 59769

Task 2121 (Supervised Classification) abalone Uploaded 15-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I10
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.7166
Per class
Build CPU time
413.748
Build memory
2314066616
F measure
0.2335
Per class
Kappa
0.143
KB relative information score
338.7008
Mean absolute error
0.0552
Mean prior absolute error
0.0618
Number of instances
1378
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.2302
Per class
Predictive accuracy
0.2409
Prior entropy
3.6268
Recall
0.2409
Per class
Relative absolute error
0.8934
Root mean prior squared error
0.1757
Root mean squared error
0.1776
Root relative squared error
1.0108
SciMark benchmark
876.9475