Complexity-Based Discrepancy Measures Applied to Detection of Apnea-Hypopnea Events

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr class="thead"><td class="align_left">Measure</td><td class="align_center"><span style="width: 22.992ptpx;"><svg height="12.4698pt" id="M280" style="vertical-align:-3.18147pt" version="1.1" viewbox="-0.0498162 -9.28833 22.992 12.4698" width="22.992pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,0,0)"><path d="M530 686C535 705 530 712 521 712C504 712 448 684 359 674L358 648H393C437 648 439 646 429 593L400 435C372 447 345 448 332 448C286 448 194 414 144 373C68 311 23 203 23 111C23 26 57 -12 91 -12C120 -12 147 3 188 29C227 54 290 102 341 170H343L322 71C308 6 320 -12 341 -12C373 -12 442 27 501 96L485 120C455 91 422 67 408 67C401 67 401 76 404 91C440 294 479 473 530 686ZM387 375L355 241C326 187 200 53 142 53C126 53 109 73 109 130C109 217 154 337 218 381C240 396 265 404 297 404S372 390 387 375Z" id="g113-101"></path></g><g transform="matrix(.0091,0,0,-0.0091,7.15,3.132)"><path d="M810 0V30C751 35 744 40 744 106V296C744 396 694 451 614 451C583 451 558 438 537 425C512 409 485 391 454 368C434 420 390 451 342 451C309 451 285 439 260 424C228 405 206 387 185 372V453C141 434 90 421 43 413V386C102 378 105 373 105 309V106C105 41 96 35 29 30V0H243V30C194 35 185 41 185 106V335C216 360 256 389 297 389C357 389 384 348 384 275V106C384 41 374 35 312 30V0H530V30C475 35 465 41 465 104V294C465 313 464 324 463 336C502 367 539 389 576 389C637 389 663 346 663 274V109C663 41 653 35 593 30V0H810Z" id="g58-107"></path></g><g transform="matrix(.0091,0,0,-0.0091,14.739,3.132)"><path d="M138 535C169 535 191 560 191 589C191 620 168 644 139 644S85 620 85 589C85 560 110 535 138 535ZM257 0V30C192 35 185 43 185 109V453C142 435 94 422 40 414V386C101 378 104 372 104 311V109C104 41 97 35 33 30V0H257Z" id="g58-103"></path></g><g transform="matrix(.0091,0,0,-0.0091,17.242,3.132)"><path d="M532 0V30C473 38 467 38 467 107V298C467 395 416 451 336 451C307 451 279 439 251 420C226 404 205 389 185 374V453C142 434 94 422 43 413V386C98 378 104 373 104 309V107C104 41 100 38 31 30V0H251V30C191 35 185 40 185 107V337C216 364 255 389 295 389C360 389 386 347 386 276V110C386 44 380 35 321 30V0H532Z" id="g58-108"></path></g></svg></span></td><td class="align_center">SE</td><td class="align_center">SP</td><td class="align_center">ACC</td><td class="align_center">AUC</td></tr><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr><td class="align_left">DCAF</td><td class="align_center">0.2211</td><td class="align_center">81.88</td><td class="align_center">87.32</td><td class="align_center">84.60</td><td class="align_center">0.9250</td></tr><tr><td class="align_left">Kullback-Leibler</td><td class="align_center">0.2242</td><td class="align_center">81.46</td><td class="align_center">87.39</td><td class="align_center">84.43</td><td class="align_center">0.9271</td></tr><tr><td class="align_left">Jeffrey</td><td class="align_center">0.2311</td><td class="align_center">80.86</td><td class="align_center">87.04</td><td class="align_center">83.95</td><td class="align_center">0.9283</td></tr><tr><td class="align_left">Jensen-Shannon</td><td class="align_center">0.2267</td><td class="align_center">80.75</td><td class="align_center">88.03</td><td class="align_center">84.39</td><td class="align_center">0.9244</td></tr><tr><td class="align_left">Fisher</td><td class="align_center">0.2280</td><td class="align_center">80.66</td><td class="align_center">87.91</td><td class="align_center">84.29</td><td class="align_center">0.9252</td></tr><tr class="table-tr"><td colspan="6"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Maximum cut-off points for testing accuracy for a subdictionary percentage of 10 for the detection of apnea-hypopnea events.</div>

Complexity

tab5

Table 5

Table 5: Complexity-Based Discrepancy Measures Applied to Detection of Apnea-Hypopnea Events 