<?xml version="1.0" encoding="ISO-8859-15" ?>
<REPUTATION>
<Project>
SOC
</Project>
<Task>
Hemo-8
</Task>
<Classifier_id>
3
</Classifier_id>
<Classifier_Name>
3_TPB_BM_knn_001
</Classifier_Name>
<Version>
001
</Version>
<TRAININGINFORMATION>
<Corpus>
tpbBenignoMaligno.etiquetas.local, 1/1/2003 
</Corpus>
<Method>
KNN 
</Method>
<TrainingCases>
302 
</TrainingCases>
<Origin>
Hospital Dr.Peset
</Origin>
<Preprocess>
Local Codification of categorical data and normalization between 0..1 of continuous data
</Preprocess>
<SPPreprocess>
Codificación local de los datos categóricos y normalización entre 0 y 1 de los datos continuos
</SPPreprocess>
<VALPreprocess>
Codificació local de les dades categóriques y normalització entre 0 i 1 de les dades continues
</VALPreprocess>
<FeatureSelectionExtraction>
All features
</FeatureSelectionExtraction>
<SPFeatureSelectionExtraction>
Todas las características
</SPFeatureSelectionExtraction>
<VALFeatureSelectionExtraction>
Totes les característiques
</VALFeatureSelectionExtraction>
<Learning>
129 Test Unseen Samples. K nearest neighbours with k=5 and distance L1
</Learning>
<SPLearning>
129 Muestras de test independiente. K vecinos más cercanos con k=5 y distancia L1
</SPLearning>
<VALLearning>
129 Mostres de test independent. K veïns més propers amb k=5 i distància L1
</VALLearning>
<Postprocess>
No postprocess
</Postprocess>
<SPPostprocess>
No hay postproceso
</SPPostprocess>
<VALPostprocess>
No hi ha postprocés
</VALPostprocess>
</TRAININGINFORMATION>
<PERFORMANCE_EVALUATION>
<Accuracy>
0.88
</Accuracy>
<Confidence_interval>
<low_value>
0.81
</low_value>
<high_value>
0.93
</high_value>
</Confidence_interval>
<Std_deviation>
0.07
</Std_deviation>
<dichotomy>
<Sensibility>
0.86
</Sensibility>
<Especifity>
0.88
</Especifity>
</dichotomy>
</PERFORMANCE_EVALUATION>
<USER_STATISTICS>
<Executions>
6
</Executions>
<N_Users>
2
</N_Users>
<total_success>
3
</total_success>
<total_errors>
1
</total_errors>
<total_not_confirmed>
2
</total_not_confirmed>
<Users_history>
<Matrix>
<row>
<!--         1.Center        2.Date   3.Number of success    4.Number of errors      5.Number of    not confirmed -->
<column>ITACA</column><column>16-05-2006</column><column>0</column><column>1</column><column>0</column>
</row>
<row>
<column>UAB</column><column>17-05-2006</column><column>1</column><column>0</column><column>0</column>
</row>
<row>
<column>ITACA</column><column>20-05-2006</column><column>1</column><column>0</column><column>0</column>
</row>
<row>
<column>ITACA</column><column>22-05-2006</column><column>0</column><column>0</column><column>1</column>
</row>
<row>
<column>UAB</column><column>26-05-2006</column><column>1</column><column>0</column><column>0</column>
</row>
<row>
<column>ITACA</column><column>01-06-2006</column><column>0</column><column>0</column><column>1</column>
</row>
</Matrix>
</Users_history>
</USER_STATISTICS>
</REPUTATION>
