Run
8477

Run 8477

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)_K10
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
0.9989
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9844
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9826
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5518.3849
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0056
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
0.9846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9843
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.9843
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.031
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0491
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1636
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
935.9831[565.94439658822851016.0585376856843483.449727694041854.44587131069991760.0170946291457]