Run
24422

Run 24422

Task 28 (Supervised Classification) optdigits Uploaded 07-07-2014 by Joaquin Vanschoren
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Flow

weka.ClassificationViaClustering_SimpleKMeans_EuclideanDistance(1)Weka implementation of ClassificationViaClustering
weka.ClassificationViaClustering_SimpleKMeans_EuclideanDistance(1)_Wweka.clusterers.SimpleKMeans
weka.SimpleKMeans_EuclideanDistance(1)_I500
weka.SimpleKMeans_EuclideanDistance(1)_N2
weka.SimpleKMeans_EuclideanDistance(1)_S10
weka.SimpleKMeans_EuclideanDistance(1)_num-slots1

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
0.5554
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0747
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1109
Cross-validation details (10-fold Crossvalidation)
KB relative information score
920.0941
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1599
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
0.0472
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2007
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.2007
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8881
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3998
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3328
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
595.861[345.53100713302996901.2886868894002242.92803649393124525.3386512503978964.2185310742833]