DEVELOPMENT... OpenML
Run
30303

Run 30303

Task 280 (Supervised Classification) heart-h 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)_I80
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
0.9018
Per class
Build CPU time
0.157
Build memory
238272024
F measure
0.8311
Per class
Kappa
0.6285
KB relative information score
44.7914
Mean absolute error
0.0977
Mean prior absolute error
0.1867
Number of instances
97
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8344
Per class
Predictive accuracy
0.8351
Prior entropy
1.0314
Recall
0.8351
Per class
Relative absolute error
0.5232
Root mean prior squared error
0.3038
Root mean squared error
0.2208
Root relative squared error
0.7268
SciMark benchmark
921.4306