<?xml version="1.0" encoding="ISO-8859-15" ?>
<METHOD>
<Classifier>3_TPB_BM_knn_001</Classifier>
<Actions>
<Normalization>
<Linear>
<ID>Normalization1</ID>
<SF>
<Clinical>
<Age>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Age>
<Size>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Size>
</Clinical>
</SF>
<Max>
<Matrix>
<row>
<column>93</column>
<column>56</column>
</row>
</Matrix>
</Max>
<Min>
<Matrix>
<row>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Min>
</Linear>
</Normalization>
<Transformation>
<Codification>
<ID>Codification1</ID>
<SF>
<Clinical>
<Clinical_Presentation>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Clinical_Presentation>
<Location>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Location>
<Shape>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Shape>
<T1_Signal_Intensity>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</T1_Signal_Intensity>
<T2_Signal_Intensity>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</T2_Signal_Intensity>
<Margins>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Margins>
<Homogeneity>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Homogeneity>
<Edema>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Edema>
<T1_Hyperintense_Tracts>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</T1_Hyperintense_Tracts>
<Multiplicity>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Multiplicity>
<Target_Appearance>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Target_Appearance>
<Dependence>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Dependence>
<Muscular_Atrophy>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Muscular_Atrophy>
<Calcification>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Calcification>
<Vessels>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Vessels>
<Intratumoral_Hemorrhage>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Intratumoral_Hemorrhage>
<Fat>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Fat>
<Fibrosis>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Fibrosis>
<Fascial_Relationship>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Fascial_Relationship>
<Bone_Alteration>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Bone_Alteration>
</Clinical>
</SF>
<Data>
<pos>1</pos>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>2</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>3</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>1</column>
<column>0</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>4</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>0</column>
<column>1</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>5</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>6</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>2</pos>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>2</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>3</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>4</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>3</pos>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>2</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>3</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>1</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>4</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>0</column>
<column>1</column>
<column>0</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>5</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>1</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>6</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>7</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>4</pos>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>2</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>3</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>4</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>5</pos>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>2</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>3</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>6</pos>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>2</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>3</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>7</pos>
<Option>
<Value>
<Matrix>
<row>
<column>3</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>4</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>2</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>8</pos>
<Option>
<Value>
<Matrix>
<row>
<column>0</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>9</pos>
<Option>
<Value>
<Matrix>
<row>
<column>0</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>10</pos>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>2</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>11</pos>
<Option>
<Value>
<Matrix>
<row>
<column>0</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>12</pos>
<Option>
<Value>
<Matrix>
<row>
<column>0</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>2</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>3</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>13</pos>
<Option>
<Value>
<Matrix>
<row>
<column>0</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>14</pos>
<Option>
<Value>
<Matrix>
<row>
<column>0</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>2</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>15</pos>
<Option>
<Value>
<Matrix>
<row>
<column>0</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>16</pos>
<Option>
<Value>
<Matrix>
<row>
<column>0</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>17</pos>
<Option>
<Value>
<Matrix>
<row>
<column>0</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>2</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>18</pos>
<Option>
<Value>
<Matrix>
<row>
<column>0</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>2</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>19</pos>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>2</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>3</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>3</column>
<column>0</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>4</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>0</column>
<column>1</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>5</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>6</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
<Data>
<pos>20</pos>
<Option>
<Value>
<Matrix>
<row>
<column>0</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>1</column>
<column>0</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>1</column>
<column>0</column>
</row>
</Matrix>
</Code>
</Option>
<Option>
<Value>
<Matrix>
<row>
<column>2</column>
</row>
</Matrix>
</Value>
<Code>
<Matrix>
<row>
<column>0</column>
<column>0</column>
<column>1</column>
</row>
</Matrix>
</Code>
</Option>
</Data>
</Codification>
</Transformation>
<Technique>
<KNN>
<ID>Knn_1</ID>
<SF>
<Output_Normalization1>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Output_Normalization1>
<Output_Codification1>
<Matrix>
<row>
<column>1</column>
<column>2</column>
<column>3</column>
<column>4</column>
<column>5</column>
<column>6</column>
<column>7</column>
<column>8</column>
<column>9</column>
<column>10</column>
</row>
</Matrix>
</Output_Codification1>
<Output_Normalization1>
<Matrix>
<row>
<column>2</column>
</row>
</Matrix>
</Output_Normalization1>
<Output_Codification1>
<Matrix>
<row>
<column>11</column>
<column>12</column>
<column>13</column>
<column>14</column>
<column>15</column>
<column>16</column>
<column>17</column>
<column>18</column>
<column>19</column>
<column>20</column>
<column>21</column>
<column>22</column>
<column>23</column>
<column>24</column>
<column>25</column>
<column>26</column>
<column>27</column>
<column>28</column>
<column>29</column>
<column>30</column>
<column>31</column>
<column>32</column>
<column>33</column>
<column>34</column>
<column>35</column>
<column>36</column>
<column>37</column>
<column>38</column>
<column>39</column>
<column>40</column>
<column>41</column>
<column>42</column>
<column>43</column>
<column>44</column>
<column>45</column>
<column>46</column>
<column>47</column>
<column>48</column>
<column>49</column>
<column>50</column>
<column>51</column>
<column>52</column>
<column>53</column>
<column>54</column>
<column>55</column>
<column>56</column>
<column>57</column>
<column>58</column>
<column>59</column>
<column>50</column>
<column>51</column>
<column>52</column>
<column>53</column>
<column>54</column>
<column>55</column>
<column>56</column>
<column>57</column>
<column>58</column>
<column>59</column>
<column>60</column>
<column>61</column>
<column>62</column>
<column>63</column>
<column>64</column>
<column>65</column>
<column>66</column>
<column>67</column>
<column>68</column>
<column>69</column>
</row>
</Matrix>
</Output_Codification1>

</SF>
<Distance>
L1                
</Distance>
<k>
5               
</k>
<TDF>
<Data>
<Matrix>
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<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>0</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
<row><column>1</column></row>
</Matrix>
</Labels>
<Identifiers>
<Matrix>
<row><column>1</column></row>
<row><column>10</column></row>
<row><column>100</column></row>
<row><column>101</column></row>
<row><column>102</column></row>
<row><column>103</column></row>
<row><column>10310JG</column></row>
<row><column>10311JG</column></row>
<row><column>10312JG</column></row>
<row><column>10313JG</column></row>
<row><column>10314JG</column></row>
<row><column>10315JG</column></row>
<row><column>10316JG</column></row>
<row><column>10317JG</column></row>
<row><column>10318JG</column></row>
<row><column>10319JG</column></row>
<row><column>10320JG</column></row>
<row><column>104</column></row>
<row><column>105</column></row>
<row><column>106</column></row>
<row><column>107</column></row>
<row><column>108</column></row>
<row><column>109</column></row>
<row><column>11</column></row>
<row><column>110</column></row>
<row><column>111</column></row>
<row><column>112</column></row>
<row><column>113</column></row>
<row><column>113600JG</column></row>
<row><column>114</column></row>
<row><column>115</column></row>
<row><column>116</column></row>
<row><column>117</column></row>
<row><column>117764JG</column></row>
<row><column>118</column></row>
<row><column>118765JG</column></row>
<row><column>118767JG</column></row>
<row><column>119</column></row>
<row><column>12</column></row>
<row><column>120</column></row>
<row><column>120294JG</column></row>
<row><column>121</column></row>
<row><column>122</column></row>
<row><column>123</column></row>
<row><column>124</column></row>
<row><column>125</column></row>
<row><column>125876JG</column></row>
<row><column>126</column></row>
<row><column>127</column></row>
<row><column>128</column></row>
<row><column>128275JG</column></row>
<row><column>129</column></row>
<row><column>13</column></row>
<row><column>130</column></row>
<row><column>131</column></row>
<row><column>132</column></row>
<row><column>133</column></row>
<row><column>134</column></row>
<row><column>134006JG</column></row>
<row><column>135</column></row>
<row><column>136</column></row>
<row><column>137</column></row>
<row><column>137417JG</column></row>
<row><column>138</column></row>
<row><column>139</column></row>
<row><column>139746JG</column></row>
<row><column>14</column></row>
<row><column>140</column></row>
<row><column>141</column></row>
<row><column>141840JG</column></row>
<row><column>142</column></row>
<row><column>142444JG</column></row>
<row><column>143</column></row>
<row><column>144</column></row>
<row><column>145</column></row>
<row><column>146</column></row>
<row><column>147</column></row>
<row><column>148</column></row>
<row><column>149</column></row>
<row><column>15</column></row>
<row><column>150</column></row>
<row><column>151</column></row>
<row><column>152</column></row>
<row><column>153</column></row>
<row><column>154</column></row>
<row><column>155</column></row>
<row><column>156</column></row>
<row><column>156053JG</column></row>
<row><column>157</column></row>
<row><column>15784JG</column></row>
<row><column>158</column></row>
<row><column>158200JG</column></row>
<row><column>159</column></row>
<row><column>16</column></row>
<row><column>160</column></row>
<row><column>160083JG</column></row>
<row><column>161</column></row>
<row><column>162</column></row>
<row><column>163</column></row>
<row><column>163960JG</column></row>
<row><column>164</column></row>
<row><column>164906JG</column></row>
<row><column>165</column></row>
<row><column>165395JG</column></row>
<row><column>166</column></row>
<row><column>167</column></row>
<row><column>168</column></row>
<row><column>169</column></row>
<row><column>17</column></row>
<row><column>170</column></row>
<row><column>171</column></row>
<row><column>172</column></row>
<row><column>173</column></row>
<row><column>174</column></row>
<row><column>175</column></row>
<row><column>176</column></row>
<row><column>177</column></row>
<row><column>178</column></row>
<row><column>179</column></row>
<row><column>18</column></row>
<row><column>180</column></row>
<row><column>182</column></row>
<row><column>183</column></row>
<row><column>184</column></row>
<row><column>186</column></row>
<row><column>187</column></row>
<row><column>188</column></row>
<row><column>189</column></row>
<row><column>19</column></row>
<row><column>190</column></row>
<row><column>191</column></row>
<row><column>192</column></row>
<row><column>193</column></row>
<row><column>194</column></row>
<row><column>195</column></row>
<row><column>196</column></row>
<row><column>197</column></row>
<row><column>198</column></row>
<row><column>199</column></row>
<row><column>2</column></row>
<row><column>20</column></row>
<row><column>200</column></row>
<row><column>201</column></row>
<row><column>202</column></row>
<row><column>203</column></row>
<row><column>204</column></row>
<row><column>205</column></row>
<row><column>206</column></row>
<row><column>207</column></row>
<row><column>208</column></row>
<row><column>209</column></row>
<row><column>21</column></row>
<row><column>210</column></row>
<row><column>211</column></row>
<row><column>212</column></row>
<row><column>213</column></row>
<row><column>214</column></row>
<row><column>215</column></row>
<row><column>216</column></row>
<row><column>217</column></row>
<row><column>218</column></row>
<row><column>219</column></row>
<row><column>22</column></row>
<row><column>220</column></row>
<row><column>221</column></row>
<row><column>222</column></row>
<row><column>223</column></row>
<row><column>224</column></row>
<row><column>225</column></row>
<row><column>22534JG</column></row>
<row><column>226</column></row>
<row><column>22600JG</column></row>
<row><column>227</column></row>
<row><column>228</column></row>
<row><column>229</column></row>
<row><column>23</column></row>
<row><column>230</column></row>
<row><column>231</column></row>
<row><column>232</column></row>
<row><column>233</column></row>
<row><column>234</column></row>
<row><column>235</column></row>
<row><column>236</column></row>
<row><column>237</column></row>
<row><column>238</column></row>
<row><column>239</column></row>
<row><column>24</column></row>
<row><column>240</column></row>
<row><column>241</column></row>
<row><column>242</column></row>
<row><column>243</column></row>
<row><column>244</column></row>
<row><column>245</column></row>
<row><column>246</column></row>
<row><column>247</column></row>
<row><column>248</column></row>
<row><column>249</column></row>
<row><column>25</column></row>
<row><column>250</column></row>
<row><column>251</column></row>
<row><column>252</column></row>
<row><column>253</column></row>
<row><column>254</column></row>
<row><column>255</column></row>
<row><column>256</column></row>
<row><column>257</column></row>
<row><column>258</column></row>
<row><column>259</column></row>
<row><column>26</column></row>
<row><column>260</column></row>
<row><column>261</column></row>
<row><column>262</column></row>
<row><column>263</column></row>
<row><column>264</column></row>
<row><column>265</column></row>
<row><column>266</column></row>
<row><column>267</column></row>
<row><column>268</column></row>
<row><column>269</column></row>
<row><column>27</column></row>
<row><column>270</column></row>
<row><column>271</column></row>
<row><column>272</column></row>
<row><column>273</column></row>
<row><column>274</column></row>
<row><column>275</column></row>
<row><column>276</column></row>
<row><column>277</column></row>
<row><column>278</column></row>
<row><column>28</column></row>
<row><column>29</column></row>
<row><column>3</column></row>
<row><column>30</column></row>
<row><column>309</column></row>
<row><column>31</column></row>
<row><column>32</column></row>
<row><column>33</column></row>
<row><column>34</column></row>
<row><column>35</column></row>
<row><column>36</column></row>
<row><column>37</column></row>
<row><column>38</column></row>
<row><column>39</column></row>
<row><column>4</column></row>
<row><column>40</column></row>
<row><column>41</column></row>
<row><column>42</column></row>
<row><column>43</column></row>
<row><column>44</column></row>
<row><column>45</column></row>
<row><column>46</column></row>
<row><column>47</column></row>
<row><column>48</column></row>
<row><column>49</column></row>
<row><column>5</column></row>
<row><column>50</column></row>
<row><column>51</column></row>
<row><column>52</column></row>
<row><column>53</column></row>
<row><column>54</column></row>
<row><column>55</column></row>
<row><column>56</column></row>
<row><column>57</column></row>
<row><column>58</column></row>
<row><column>59</column></row>
<row><column>6</column></row>
<row><column>60</column></row>
<row><column>61</column></row>
<row><column>62</column></row>
<row><column>63</column></row>
<row><column>64</column></row>
<row><column>65</column></row>
<row><column>66</column></row>
<row><column>67</column></row>
<row><column>68</column></row>
<row><column>69</column></row>
<row><column>7</column></row>
<row><column>70</column></row>
<row><column>71</column></row>
<row><column>72</column></row>
<row><column>73</column></row>
<row><column>74</column></row>
<row><column>75</column></row>
<row><column>76</column></row>
<row><column>77</column></row>
<row><column>78</column></row>
<row><column>79</column></row>
<row><column>8</column></row>
<row><column>80</column></row>
<row><column>81</column></row>
<row><column>82</column></row>
<row><column>83</column></row>
<row><column>84</column></row>
<row><column>85</column></row>
<row><column>86</column></row>
<row><column>87</column></row>
<row><column>88</column></row>
<row><column>89</column></row>
<row><column>9</column></row>
<row><column>90</column></row>
<row><column>91</column></row>
<row><column>92</column></row>
<row><column>93</column></row>
<row><column>94</column></row>
<row><column>95</column></row>
<row><column>96</column></row>
<row><column>97</column></row>
<row><column>98</column></row>
<row><column>99</column></row>
<row><column>I12287</column></row>
<row><column>I19319</column></row>
<row><column>I19875</column></row>
<row><column>I21267</column></row>
<row><column>I21396</column></row>
<row><column>I5756</column></row>
<row><column>L11773</column></row>
<row><column>L37054</column></row>
<row><column>MVL15379</column></row>
<row><column>P23752</column></row>
<row><column>P24601</column></row>
<row><column>P27050</column></row>
<row><column>P2720</column></row>
<row><column>P279</column></row>
<row><column>P280</column></row>
<row><column>P281</column></row>
<row><column>P28168</column></row>
<row><column>P28180</column></row>
<row><column>P282</column></row>
<row><column>P283</column></row>
<row><column>P28375</column></row>
<row><column>P284</column></row>
<row><column>P28479</column></row>
<row><column>P285</column></row>
<row><column>P2866</column></row>
<row><column>P287</column></row>
<row><column>P288</column></row>
<row><column>P289</column></row>
<row><column>P290</column></row>
<row><column>P291</column></row>
<row><column>P292</column></row>
<row><column>P293</column></row>
<row><column>P294</column></row>
<row><column>P295</column></row>
<row><column>P296</column></row>
<row><column>P297</column></row>
<row><column>P298</column></row>
<row><column>P299</column></row>
<row><column>P300</column></row>
<row><column>P30024</column></row>
<row><column>P301</column></row>
<row><column>P30129</column></row>
<row><column>P302</column></row>
<row><column>P30237</column></row>
<row><column>P303</column></row>
<row><column>P306</column></row>
<row><column>P307</column></row>
<row><column>P308</column></row>
<row><column>P309</column></row>
<row><column>P310</column></row>
<row><column>P311</column></row>
<row><column>P312</column></row>
<row><column>P313</column></row>
<row><column>P31611</column></row>
<row><column>P31697</column></row>
<row><column>P31956</column></row>
<row><column>P32443</column></row>
<row><column>P32773</column></row>
<row><column>P32913</column></row>
<row><column>P33298</column></row>
<row><column>P33817</column></row>
<row><column>P33914</column></row>
<row><column>P34346</column></row>
<row><column>P3459</column></row>
<row><column>P35168</column></row>
<row><column>P35301</column></row>
<row><column>P4132</column></row>
<row><column>P4658</column></row>
<row><column>P4668</column></row>
<row><column>P4741</column></row>
<row><column>P4771</column></row>
<row><column>P4808</column></row>
<row><column>P5053</column></row>
<row><column>P5055</column></row>
<row><column>P5073</column></row>
<row><column>P584</column></row>
<row><column>P726</column></row>
<row><column>P850</column></row>
<row><column>RG03363</column></row>
<row><column>RI1730</column></row>
<row><column>RI7146</column></row>
<row><column>RMSE01</column></row>
<row><column>TLSE001</column></row>
<row><column>TLSE002</column></row>
<row><column>TLSE003</column></row>
<row><column>TLSE004</column></row>
<row><column>TLSE005</column></row>
<row><column>TLSE006</column></row>
<row><column>TLSE008</column></row>
<row><column>TLSE009</column></row>
<row><column>TLSE010</column></row>
<row><column>TLSE011</column></row>
<row><column>TLSE012</column></row>
<row><column>TLSE013</column></row>
<row><column>TLSE014</column></row>
<row><column>TLSE015</column></row>
<row><column>TLSE016</column></row>
<row><column>TLSE017</column></row>
<row><column>TLSE018</column></row>
<row><column>TLSE019</column></row>
<row><column>TLSE020</column></row>
<row><column>TLSE021</column></row>
<row><column>TLSE022</column></row>
<row><column>TLSE023</column></row>
<row><column>TLSE024</column></row>
<row><column>TLSE025</column></row>
<row><column>TLSE026</column></row>
<row><column>TLSE027</column></row>
<row><column>TLSE028</column></row>
<row><column>TLSE029</column></row>
<row><column>TLSE030</column></row>
<row><column>TLSE031</column></row>
<row><column>TLSE032</column></row>
<row><column>TLSE033</column></row>
<row><column>TLSE034</column></row>
<row><column>TLSE035</column></row>
<row><column>TLSE036</column></row>
<row><column>TLSE037</column></row>
<row><column>TLSE038</column></row>
<row><column>TLSE039</column></row>
<row><column>TLSE040</column></row>
<row><column>TLSE041</column></row>
</Matrix>
</Identifiers>
</TDF>
</KNN>
</Technique>
</Actions>
<Output>
<SF>
<Output_Knn_1>
<Answer>
<Label>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Label>
</Answer>
</Output_Knn_1>
</SF>
<Legend>
<Label>
<Code>
0
</Code>
<Name>
Benign
</Name>
<SPName>
Benigno
</SPName>
<VALName>
Benigne
</VALName>
</Label>
<Label>
<Code>
1
</Code>
<Name>
Malign
</Name>
<SPName>
Maligno
</SPName>
<VALName>
Maligne
</VALName>
</Label>
</Legend>
</Output>
</METHOD>