DEVELOPMENT... OpenML
Run
73446

Run 73446

Task 52 (Supervised Classification) heart-statlog Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I10
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.8368
Per class
Build CPU time
0.0074
Build memory
733188608
F measure
0.7325
Per class
Kappa
0.4597
KB relative information score
100.6091
Mean absolute error
0.3219
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.75
Per class
Predictive accuracy
0.7407
Prior entropy
0.9912
Recall
0.7407
Per class
Relative absolute error
0.6517
Root mean prior squared error
0.4969
Root mean squared error
0.4058
Root relative squared error
0.8167
SciMark benchmark
940.6012