Run
10225

Run 10225

Task 35 (Supervised Classification) dermatology 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)_K13
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
0.9646
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9555
Cross-validation details (10-fold Crossvalidation)
KB relative information score
332.0501
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0398
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
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
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9645
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.9645
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1495
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1141
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3127
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.22[563.20328422654151015.7907504114269484.3219757802961908.64471704177161769.1393263693276]