DEVELOPMENT... OpenML
Run
58474

Run 58474

Task 5 (Supervised Classification) arrhythmia Uploaded 15-11-2014 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)_I20
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
0.8908
Per class
Build CPU time
834.83
Build memory
51737067.8053
F measure
0.7201
Per class
Kappa
0.5958
KB relative information score
254.131
Mean absolute error
0.041
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
0.7049
Per class
Predictive accuracy
0.7456
Prior entropy
2.5222
Recall
0.7456
Per class
Relative absolute error
0.4796
Root mean prior squared error
0.2055
Root mean squared error
0.1548
Root relative squared error
0.7534
SciMark benchmark
940.8364