DEVELOPMENT... OpenML
Run
46595

Run 46595

Task 2125 (Supervised Classification) eucalyptus Uploaded 03-11-2014 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)_I160
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
0.91
Per class
Build CPU time
673.693
Build memory
2035801112
F measure
0.6484
Per class
Kappa
0.5526
KB relative information score
140.5032
Mean absolute error
0.1645
Mean prior absolute error
0.3134
Number of instances
242
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6591
Per class
Predictive accuracy
0.6529
Prior entropy
2.2629
Recall
0.6529
Per class
Relative absolute error
0.5248
Root mean prior squared error
0.3959
Root mean squared error
0.2986
Root relative squared error
0.7541
SciMark benchmark
940.9202

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