DEVELOPMENT... OpenML
Run
57290

Run 57290

Task 27 (Supervised Classification) colic Uploaded 13-11-2014 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)_I40
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
0.8863
Per class
Build CPU time
18.3678
Build memory
2699103209.2826
F measure
0.8473
Per class
Kappa
0.6714
KB relative information score
205.2677
Mean absolute error
0.2119
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8471
Per class
Predictive accuracy
0.8478
Prior entropy
0.9509
Recall
0.8478
Per class
Relative absolute error
0.4546
Root mean prior squared error
0.4827
Root mean squared error
0.3472
Root relative squared error
0.7193
SciMark benchmark
942.8979