Run
11031

Run 11031

Task 30 (Supervised Classification) page-blocks Uploaded 22-05-2014 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)_B10

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
0.7959
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9258
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6258
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2758.8076
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0256
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9361
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9361
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3359
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1599
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8208
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
950.4097[567.41723221127641015.52310425331483.88543266528814917.2288184958091767.9939646936223]