Run
94175

Run 94175

Task 3055 (Supervised Classification) monks-problems-3 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
0.8091
Per class
Cross-validation details (33% Holdout set)
Build memory
815805952
Cross-validation details (33% Holdout set)
F measure
0.8253
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6384
Cross-validation details (33% Holdout set)
KB relative information score
118.5561
Cross-validation details (33% Holdout set)
Mean absolute error
0.1703
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4967
Cross-validation details (33% Holdout set)
Number of instances
182
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
0.8368
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8297
Cross-validation details (33% Holdout set)
Prior entropy
0.9989
Cross-validation details (33% Holdout set)
Recall
0.8297
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3429
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4971
Cross-validation details (33% Holdout set)
Root mean squared error
0.4127
Cross-validation details (33% Holdout set)
Root relative squared error
0.8302
Cross-validation details (33% Holdout set)
SciMark benchmark
929.8725