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</MatrixTransformation>
<MeanTrainData>
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</PCA>
</Transformation>
<Technique>
<KNN>
<ID>KNN_1</ID>
<SF>
<Output_PCA1>
<Matrix>
<row> <column> 1 </column> <column> 2 </column> <column> 3 </column> <column> 4 </column> <column> 5 </column> </row>
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</Output_PCA1>
</SF>
<Distance>
L2
</Distance>
<k>
3
</k>
<TDF>
<Data>
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</Matrix>
</Data>
<Labels>
<Matrix><row><column>2</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>3</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>3</column></row>
<row><column>3</column></row>
<row><column>2</column></row>
<row><column>2</column></row>
</Matrix>
</Labels>
<Identifiers>
<Matrix>
<row><column>I0001</column></row>
<row><column>I0002</column></row>
<row><column>I0009</column></row>
<row><column>I0011</column></row>
<row><column>I0027</column></row>
<row><column>I0057</column></row>
<row><column>I0058</column></row>
<row><column>I0080</column></row>
<row><column>I0084</column></row>
<row><column>I0114</column></row>
<row><column>I0121</column></row>
<row><column>I0134</column></row>
<row><column>I0139</column></row>
<row><column>I0143</column></row>
<row><column>I0148</column></row>
<row><column>I0149</column></row>
<row><column>I0151</column></row>
<row><column>I0157</column></row>
<row><column>I0160</column></row>
<row><column>I0162</column></row>
<row><column>I0163</column></row>
<row><column>I0168</column></row>
<row><column>I0170</column></row>
<row><column>I0171</column></row>
<row><column>I0174</column></row>
<row><column>I0186</column></row>
<row><column>I0190</column></row>
<row><column>I0194</column></row>
<row><column>I0197</column></row>
<row><column>I0202</column></row>
<row><column>I0204</column></row>
<row><column>I0205</column></row>
<row><column>I0206</column></row>
<row><column>I0207</column></row>
<row><column>I0211</column></row>
<row><column>I0212</column></row>
<row><column>I0219</column></row>
<row><column>I0225</column></row>
<row><column>I0234</column></row>
<row><column>I0235</column></row>
<row><column>I0244</column></row>
<row><column>I0312</column></row>
<row><column>I0332</column></row>
<row><column>I0351</column></row>
<row><column>I0352</column></row>
<row><column>I0357</column></row>
<row><column>I0360</column></row>
<row><column>I0365</column></row>
<row><column>I0367</column></row>
<row><column>I0368</column></row>
<row><column>I0375</column></row>
<row><column>I0376</column></row>
<row><column>I0381</column></row>
<row><column>I0386</column></row>
<row><column>I0390</column></row>
<row><column>I0393</column></row>
<row><column>I0396</column></row>
<row><column>I0397</column></row>
<row><column>I0399</column></row>
<row><column>I0403</column></row>
<row><column>I0408</column></row>
<row><column>I0418</column></row>
<row><column>I0420</column></row>
<row><column>I1030</column></row>
<row><column>I1031</column></row>
<row><column>I1036</column></row>
<row><column>I1051</column></row>
<row><column>I1054</column></row>
<row><column>I1060</column></row>
<row><column>I1064</column></row>
<row><column>I1066</column></row>
<row><column>I1069</column></row>
<row><column>I1070</column></row>
<row><column>I1072</column></row>
<row><column>I1073</column></row>
<row><column>I1074</column></row>
<row><column>I1076</column></row>
<row><column>I1080</column></row>
<row><column>I1082</column></row>
<row><column>I1088</column></row>
<row><column>I1090</column></row>
<row><column>I1102</column></row>
<row><column>I1107</column></row>
<row><column>I1115</column></row>
<row><column>I1127</column></row>
<row><column>I1135</column></row>
<row><column>I1140</column></row>
<row><column>I1149</column></row>
<row><column>I1161</column></row>
<row><column>I1283</column></row>
<row><column>I1303</column></row>
<row><column>I1377</column></row>
<row><column>I1378</column></row>
<row><column>I1381</column></row>
</Matrix>
</Identifiers>
</TDF>
</KNN>
</Technique>
</Actions>
<Output>
<SF>
<Output_KNN_1>
<Answer>
<Label>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Label>
<Closest_distance>
<Matrix>
<row>
<column>1</column>
</row>
</Matrix>
</Closest_distance>
<Votes_per_class>
<Classes>
<Matrix>
<row>
<column>1</column>
<column>2</column>
</row>
</Matrix>
</Classes>
<Votes>
<Matrix>
<row>
<column>1</column>
<column>2</column>
</row>
</Matrix>
</Votes>
</Votes_per_class>
<Nearest_neighbours>
<Identifiers>
<Matrix>
<row>
<column>1</column>
<column>2</column>
<column>3</column>
</row>
</Matrix>
</Identifiers>
<Distances>
<Matrix>
<row>
<column>1</column>
<column>2</column>
<column>3</column>
</row>
</Matrix>
</Distances>
</Nearest_neighbours>
</Answer>
</Output_KNN_1>
</SF>
<VisualizationSF>
<SF>
<SV>
<SE>
<Matrix>
<row>
<column>157</column>
<column>158</column>
<column>159</column>
<column>160</column>
<column>161</column>
<column>162</column>
<column>163</column>
<column>164</column>
<column>165</column>
<column>166</column>
<column>167</column>
<column>168</column>
<column>169</column>
<column>170</column>
<column>171</column>
<column>172</column>
<column>173</column>
<column>174</column>
<column>175</column>
<column>176</column>
<column>177</column>
<column>178</column>
<column>179</column>
<column>180</column>
<column>181</column>
<column>182</column>
<column>183</column>
<column>184</column>
<column>185</column>
<column>186</column>
<column>187</column>
<column>188</column>
<column>189</column>
<column>190</column>
<column>191</column>
<column>192</column>
<column>193</column>
<column>194</column>
<column>195</column>
<column>196</column>
<column>197</column>
<column>198</column>
<column>199</column>
<column>200</column>
<column>201</column>
<column>202</column>
<column>203</column>
<column>204</column>
<column>205</column>
<column>206</column>
<column>207</column>
<column>208</column>
<column>209</column>
<column>210</column>
<column>211</column>
<column>212</column>
<column>213</column>
<column>214</column>
<column>215</column>
<column>216</column>
<column>217</column>
<column>218</column>
<column>219</column>
<column>220</column>
<column>221</column>
<column>222</column>
<column>223</column>
<column>224</column>
<column>225</column>
<column>226</column>
<column>227</column>
<column>228</column>
<column>229</column>
<column>230</column>
<column>231</column>
<column>232</column>
<column>233</column>
<column>234</column>
<column>235</column>
<column>236</column>
<column>237</column>
<column>238</column>
<column>239</column>
<column>240</column>
<column>241</column>
<column>242</column>
<column>243</column>
<column>244</column>
<column>245</column>
<column>246</column>
<column>247</column>
<column>248</column>
<column>249</column>
<column>250</column>
<column>251</column>
<column>252</column>
<column>253</column>
<column>254</column>
<column>255</column>
<column>256</column>
<column>257</column>
<column>258</column>
<column>259</column>
<column>260</column>
<column>261</column>
<column>262</column>
<column>263</column>
<column>264</column>
<column>265</column>
<column>266</column>
<column>267</column>
<column>268</column>
<column>269</column>
<column>270</column>
<column>271</column>
<column>272</column>
<column>273</column>
<column>274</column>
<column>275</column>
<column>276</column>
<column>277</column>
<column>278</column>
<column>279</column>
<column>280</column>
<column>281</column>
<column>282</column>
<column>283</column>
<column>284</column>
<column>285</column>
<column>286</column>
<column>287</column>
<column>288</column>
<column>289</column>
<column>290</column>
<column>291</column>
<column>292</column>
<column>293</column>
<column>294</column>
<column>295</column>
<column>296</column>
<column>297</column>
<column>298</column>
<column>299</column>
<column>300</column>
<column>301</column>
<column>302</column>
<column>303</column>
<column>304</column>
<column>305</column>
<column>306</column>
<column>307</column>
<column>308</column>
<column>309</column>
<column>310</column>
<column>311</column>
<column>312</column>
<column>313</column>
<column>314</column>
<column>315</column>
<column>316</column>
<column>317</column>
<column>318</column>
<column>319</column>
<column>320</column>
<column>321</column>
<column>322</column>
<column>323</column>
<column>324</column>
<column>325</column>
<column>326</column>
<column>327</column>
<column>328</column>
<column>329</column>
<column>330</column>
<column>331</column>
<column>332</column>
<column>333</column>
<column>334</column>
<column>335</column>
<column>336</column>
<column>337</column>
<column>338</column>
<column>339</column>
<column>340</column>
<column>341</column>
<column>342</column>
<column>343</column>
<column>344</column>
<column>345</column>
<column>346</column>
</row>
</Matrix>
</SE>
</SV>
</SF>
</VisualizationSF>
<Extra>
<!--  Data for PCA1 - PCA2 plot projection -->
<TDF>
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<Data>
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</Matrix>
</Data>
</Mean_Signal>
</Extra>
<Legend>
<Label>
<Code>
2
</Code>
<Name>
Meningioma
</Name>
<SPName>
Meningioma
</SPName>
<VALName>
Meningioma
</VALName>
</Label>
<Label>
<Code>
3
</Code>
<Name>
Metastasis
</Name>
<SPName>
Metástasis
</SPName>
<VALName>
Metàstasis
</VALName>
</Label>
</Legend>
</Output>
</METHOD>