DEVELOPMENT... OpenML
Run
58337

Run 58337

Task 257 (Supervised Classification) colic 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
0.8391
Per class
Build CPU time
8.818
Build memory
21364448
F measure
0.8174
Per class
Kappa
0.6311
KB relative information score
64.0869
Mean absolute error
0.2582
Mean prior absolute error
0.4882
Number of instances
121
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8185
Per class
Predictive accuracy
0.8182
Prior entropy
0.9509
Recall
0.8182
Per class
Relative absolute error
0.529
Root mean prior squared error
0.505
Root mean squared error
0.3955
Root relative squared error
0.7832
SciMark benchmark
885.2271

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