DEVELOPMENT... OpenML
Run
57227

Run 57227

Task 5 (Supervised Classification) arrhythmia 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
0.894
Per class
Build CPU time
1751.4215
Build memory
93866213.5575
F measure
0.7096
Per class
Kappa
0.5804
KB relative information score
255.2178
Mean absolute error
0.0412
Mean prior absolute error
0.0855
Number of instances
452
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6961
Per class
Predictive accuracy
0.7367
Prior entropy
2.5222
Recall
0.7367
Per class
Relative absolute error
0.4811
Root mean prior squared error
0.2055
Root mean squared error
0.1542
Root relative squared error
0.7503
SciMark benchmark
939.4026