Run
6133

Run 6133

Task 324 (Supervised Classification) BNG(trains) Uploaded 14-05-2014 by Joaquin Vanschoren
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Flow

weka.OneR(1)R.C. Holte (1993). Very simple classification rules perform well on most commonly used datasets. Machine Learning. 11:63-91.
weka.OneR(1)_B6

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.7312
Per class
Cross-validation details (33% Holdout set)
F measure
0.7204
Per class
Cross-validation details (33% Holdout set)
Kappa
0.4619
Cross-validation details (33% Holdout set)
KB relative information score
152231.9423
Cross-validation details (33% Holdout set)
Mean absolute error
0.2693
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.5
Cross-validation details (33% Holdout set)
Number of instances
330000
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
0.7715
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7307
Cross-validation details (33% Holdout set)
Prior entropy
1
Cross-validation details (33% Holdout set)
Recall
0.7307
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.5387
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5
Cross-validation details (33% Holdout set)
Root mean squared error
0.519
Cross-validation details (33% Holdout set)
Root relative squared error
1.038
Cross-validation details (33% Holdout set)
SciMark benchmark
877.1289[385.80857848659525961.794371188329465.02460671471965887.42044799771161685.5967028574782]