DEVELOPMENT... OpenML
Run
59577

Run 59577

Task 280 (Supervised Classification) heart-h Uploaded 15-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I10
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.8834
Per class
Build CPU time
4.144
Build memory
66241800
F measure
0.8081
Per class
Kappa
0.5766
KB relative information score
45.2677
Mean absolute error
0.0953
Mean prior absolute error
0.1867
Number of instances
97
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8145
Per class
Predictive accuracy
0.8144
Prior entropy
1.0314
Recall
0.8144
Per class
Relative absolute error
0.5102
Root mean prior squared error
0.3038
Root mean squared error
0.2337
Root relative squared error
0.7695
SciMark benchmark
1212.2248