Run
14289

Run 14289

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)_B5

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
0.8023
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.929
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.637
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2828.3398
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.025
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
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9375
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9375
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3282
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1581
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8114
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.971[567.04832706770641015.2555353338006483.6674820550281906.13207810932491757.751385454742]