DEVELOPMENT... OpenML
Run
57612

Run 57612

Task 2121 (Supervised Classification) abalone Uploaded 13-11-2014 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)_I40
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
0.7345
Per class
Build CPU time
1743.82
Build memory
509816832
F measure
0.2256
Per class
Kappa
0.134
KB relative information score
344.8139
Mean absolute error
0.0552
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
0.2219
Per class
Predictive accuracy
0.2344
Prior entropy
3.6268
Recall
0.2344
Per class
Relative absolute error
0.8942
Root mean prior squared error
0.1757
Root mean squared error
0.1732
Root relative squared error
0.986
SciMark benchmark
946.197