DEVELOPMENT... OpenML
Run
82761

Run 82761

Task 27 (Supervised Classification) colic 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)_I160
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
0.8893
Per class
Build CPU time
0.4425
Build memory
1649354364.1957
F measure
0.8453
Per class
Kappa
0.6642
KB relative information score
194.0468
Mean absolute error
0.2345
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
0.8472
Per class
Predictive accuracy
0.8478
Prior entropy
0.9509
Recall
0.8478
Per class
Relative absolute error
0.5029
Root mean prior squared error
0.4827
Root mean squared error
0.3423
Root relative squared error
0.7091
SciMark benchmark
938.5838