DEVELOPMENT... OpenML
Run
82133

Run 82133

Task 52 (Supervised Classification) heart-statlog Uploaded 02-12-2014 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)_I80
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
0.8901
Per class
Build CPU time
0.1517
Build memory
1756198747.2
F measure
0.8068
Per class
Kappa
0.608
KB relative information score
124.3614
Mean absolute error
0.2839
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
0.8071
Per class
Predictive accuracy
0.8074
Prior entropy
0.9912
Recall
0.8074
Per class
Relative absolute error
0.5749
Root mean prior squared error
0.4969
Root mean squared error
0.3628
Root relative squared error
0.7301
SciMark benchmark
945.7067