DEVELOPMENT... OpenML
Run
58559

Run 58559

Task 52 (Supervised Classification) heart-statlog 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)_I20
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
0.8842
Per class
Build CPU time
2.9861
Build memory
166668020
F measure
0.8032
Per class
Kappa
0.6008
KB relative information score
138.6099
Mean absolute error
0.2495
Mean prior absolute error
0.4939
Number of instances
270
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8033
Per class
Predictive accuracy
0.8037
Prior entropy
0.9912
Recall
0.8037
Per class
Relative absolute error
0.5051
Root mean prior squared error
0.4969
Root mean squared error
0.3693
Root relative squared error
0.7433
SciMark benchmark
1228.4184