Run
7938

Run 7938

Task 28 (Supervised Classification) optdigits Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K11
weka.IBk(1)_W0

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
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9822
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5513.709
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0059
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
0.9842
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.984
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.984
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0326
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.05
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1665
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.1585[567.04832706770641014.9881711071126474.2676028917832911.17132945493631758.3172656914378]