Run
87845

Run 87845

Task 257 (Supervised Classification) colic Uploaded 03-12-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_VotedPerceptron(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_VotedPerceptron(2)_I10
weka.Bagging_VotedPerceptron(2)_P100
weka.Bagging_VotedPerceptron(2)_S1
weka.Bagging_VotedPerceptron(2)_Wweka.classifiers.functions.VotedPerceptron
weka.Bagging_VotedPerceptron(2)_num-slots1
weka.VotedPerceptron(2)_E1.0
weka.VotedPerceptron(2)_I1
weka.VotedPerceptron(2)_M10000
weka.VotedPerceptron(2)_S1

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
0.5723
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.052
Cross-validation details (33% Holdout set)
Build memory
102823568
Cross-validation details (33% Holdout set)
F measure
0.385
Per class
Cross-validation details (33% Holdout set)
KB relative information score
11.1403
Cross-validation details (33% Holdout set)
Mean absolute error
0.4398
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4882
Cross-validation details (33% Holdout set)
Number of instances
121
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2975
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.5455
Cross-validation details (33% Holdout set)
Prior entropy
0.9509
Cross-validation details (33% Holdout set)
Recall
0.5455
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.9008
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.505
Cross-validation details (33% Holdout set)
Root mean squared error
0.6422
Cross-validation details (33% Holdout set)
Root relative squared error
1.2716
Cross-validation details (33% Holdout set)
SciMark benchmark
916.929