Run
94209

Run 94209

Task 245 (Supervised Classification) breast-w Uploaded 08-12-2014 by Joaquin Vanschoren
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Flow

weka.OneR(3)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(3)_B6

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
0.9022
Per class
Cross-validation details (33% Holdout set)
Build CPU time
0.001
Cross-validation details (33% Holdout set)
Build memory
536477112
Cross-validation details (33% Holdout set)
F measure
0.9123
Per class
Cross-validation details (33% Holdout set)
Kappa
0.8162
Cross-validation details (33% Holdout set)
KB relative information score
196.365
Cross-validation details (33% Holdout set)
Mean absolute error
0.087
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.469
Cross-validation details (33% Holdout set)
Number of instances
230
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
0.9139
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.913
Cross-validation details (33% Holdout set)
Prior entropy
0.9297
Cross-validation details (33% Holdout set)
Recall
0.913
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.1854
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.493
Cross-validation details (33% Holdout set)
Root mean squared error
0.2949
Cross-validation details (33% Holdout set)
Root relative squared error
0.5982
Cross-validation details (33% Holdout set)
SciMark benchmark
927.6633