DEVELOPMENT... OpenML
Run
55812

Run 55812

Task 235 (Supervised Classification) arrhythmia Uploaded 12-11-2014 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
0.8874
Per class
Build CPU time
1811.095
Build memory
50756328
F measure
0.674
Per class
Kappa
0.5669
KB relative information score
88.9009
Mean absolute error
0.0409
Mean prior absolute error
0.0878
Number of instances
149
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6608
Per class
Predictive accuracy
0.7181
Prior entropy
2.5222
Recall
0.7181
Per class
Relative absolute error
0.4661
Root mean prior squared error
0.211
Root mean squared error
0.158
Root relative squared error
0.7488
SciMark benchmark
942.728