DEVELOPMENT... OpenML
Run
27196

Run 27196

Task 48 (Supervised Classification) heart-c Uploaded 08-10-2014 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)_I20
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
0.8931
Per class
Build CPU time
0.0423
Build memory
1172732715.6964
F measure
0.8279
Per class
Kappa
0.6524
KB relative information score
145.5976
Mean absolute error
0.1032
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8285
Per class
Predictive accuracy
0.8284
Prior entropy
1.0792
Recall
0.8284
Per class
Relative absolute error
0.5152
Root mean prior squared error
0.315
Root mean squared error
0.227
Root relative squared error
0.7206
SciMark benchmark
933.7279