DEVELOPMENT... OpenML
Run
58003

Run 58003

Task 3747 (Supervised Classification) fri_c0_500_5 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
0.9465
Per class
Build CPU time
5.6633
Build memory
1466593939.2
F measure
0.86
Per class
Kappa
0.72
KB relative information score
319.8307
Mean absolute error
0.1897
Mean prior absolute error
0.5
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8601
Per class
Predictive accuracy
0.86
Prior entropy
1
Recall
0.86
Per class
Relative absolute error
0.3793
Root mean prior squared error
0.5
Root mean squared error
0.3042
Root relative squared error
0.6085
SciMark benchmark
943.106