DEVELOPMENT... OpenML
Run
58102

Run 58102

Task 3807 (Supervised Classification) echoMonths Uploaded 14-11-2014 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
0.8116
Per class
Build CPU time
1.528
Build memory
141303937.6
F measure
0.7579
Per class
Kappa
0.5213
KB relative information score
52.3583
Mean absolute error
0.3105
Mean prior absolute error
0.4999
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7755
Per class
Predictive accuracy
0.7615
Prior entropy
0.9998
Recall
0.7615
Per class
Relative absolute error
0.6211
Root mean prior squared error
0.4999
Root mean squared error
0.403
Root relative squared error
0.8061
SciMark benchmark
935.1851