DEVELOPMENT... OpenML
Run
32282

Run 32282

Task 1928 (Supervised Classification) heart-c Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I160
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.8901
Per class
Build CPU time
0.311
Build memory
731655419.8284
F measure
0.807
Per class
Kappa
0.6104
KB relative information score
1395.2626
Mean absolute error
0.1073
Mean prior absolute error
0.2004
Number of instances
3030
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.807
Per class
Predictive accuracy
0.8073
Prior entropy
1.0792
Recall
0.8073
Per class
Relative absolute error
0.5354
Root mean prior squared error
0.315
Root mean squared error
0.2303
Root relative squared error
0.7312
SciMark benchmark
942.9627