Run
8287

Run 8287

Task 28 (Supervised Classification) optdigits 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
0.5921
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2175
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1841
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1303.5047
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1468
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
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
0.2096
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2658
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.2658
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8157
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2773
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
949.1936[566.86405431965431014.7208839634673483.8854846559526913.07556704216551767.4218398162996]