Run
7874

Run 7874

Task 32 (Supervised Classification) pendigits 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)_K9
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
0.9993
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9908
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9898
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10880.6835
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.003
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
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
0.9909
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9908
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9908
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0167
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.1271
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.101[565.94439658822851015.5230404536866479.99187728791736909.90626928802961769.1393263693276]