DEVELOPMENT... OpenML
Run
104424

Run 104424

Task 235 (Supervised Classification) arrhythmia Uploaded 08-12-2014 by Felicia West
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Flow

weka.A1DE(2)G. Webb, J. Boughton, Z. Wang (2005). Not So Naive Bayes: Aggregating One-Dependence Estimators. Machine Learning. 58(1):5-24.
weka.A1DE(2)_F1
weka.A1DE(2)_M1.0

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
0.8807
Per class
Build CPU time
0.202
Build memory
868311032
F measure
0.66
Per class
Kappa
0.5401
KB relative information score
81.3277
Mean absolute error
0.0369
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
0.6661
Per class
Predictive accuracy
0.7047
Prior entropy
2.5222
Recall
0.7047
Per class
Relative absolute error
0.4204
Root mean prior squared error
0.211
Root mean squared error
0.1797
Root relative squared error
0.8514
SciMark benchmark
945.7844