DEVELOPMENT... OpenML
Run
51609

Run 51609

Task 3848 (Supervised Classification) squash-unstored Uploaded 06-11-2014 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)_I80
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
0.7946
Per class
Build CPU time
3.0181
Build memory
159811197.2308
F measure
0.7312
Per class
Kappa
0.4615
KB relative information score
16.4017
Mean absolute error
0.3551
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7337
Per class
Predictive accuracy
0.7308
Prior entropy
0.996
Recall
0.7308
Per class
Relative absolute error
0.7143
Root mean prior squared error
0.4985
Root mean squared error
0.4218
Root relative squared error
0.8462
SciMark benchmark
945.0883

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