DEVELOPMENT... OpenML
Run
58999

Run 58999

Task 235 (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
0.8793
Per class
Build CPU time
411.471
Build memory
1365329696
F measure
0.6675
Per class
Kappa
0.5549
KB relative information score
86.2516
Mean absolute error
0.0417
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
0.6641
Per class
Predictive accuracy
0.7114
Prior entropy
2.5222
Recall
0.7114
Per class
Relative absolute error
0.4752
Root mean prior squared error
0.211
Root mean squared error
0.1616
Root relative squared error
0.7656
SciMark benchmark
942.3742