DEVELOPMENT... OpenML
Run
96861

Run 96861

Task 52 (Supervised Classification) heart-statlog Uploaded 08-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I10
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.8793
Per class
Build CPU time
0.0133
Build memory
767714964.8
F measure
0.7801
Per class
Kappa
0.5534
KB relative information score
123.3802
Mean absolute error
0.2837
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
0.7814
Per class
Predictive accuracy
0.7815
Prior entropy
0.9912
Recall
0.7815
Per class
Relative absolute error
0.5745
Root mean prior squared error
0.4969
Root mean squared error
0.3697
Root relative squared error
0.744
SciMark benchmark
940.7816