Mortality prediction in ICU Using a Stacked Ensemble Model

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Indicators</td><td class="align_center">Formulas</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Precision</td><td class="align_center"><span style="width: 45.608ptpx;"><svg height="26.8365pt" id="M10" style="vertical-align:-9.575399pt" version="1.1" viewbox="-0.0498162 -17.2611 45.608 26.8365" width="45.608pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,15.055,-8.508)"><path d="M592 498C586 556 582 629 581 675H560C545 656 537 650 510 650H115C87 650 74 652 60 675H40C38 620 33 555 28 495H57C69 539 77 568 89 585C102 607 122 616 205 616H267V123C267 44 259 34 168 28V0H454V28C360 34 352 44 352 123V616H422C498 616 514 608 531 584C542 568 552 543 562 495L592 498Z"></path></g><g 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588 215 600 223 606C230 613 251 618 279 618C361 618 430 572 430 464C430 337 350 302 285 302C252 302 225 309 212 314V559Z"></path></g></svg></span></td></tr><tr><td class="align_left">Recall</td><td class="align_center"><span style="width: 47.9568ptpx;"><svg height="26.8365pt" id="M11" style="vertical-align:-9.575399pt" version="1.1" viewbox="-0.0498162 -17.2611 47.9568 26.8365" width="47.9568pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,16.23,-8.508)"><path d="M592 498C586 556 582 629 581 675H560C545 656 537 650 510 650H115C87 650 74 652 60 675H40C38 620 33 555 28 495H57C69 539 77 568 89 585C102 607 122 616 205 616H267V123C267 44 259 34 168 28V0H454V28C360 34 352 44 352 123V616H422C498 616 514 608 531 584C542 568 552 543 562 495L592 498Z"></path></g><g transform="matrix(.013,0,0,-0.013,24.251,-8.508)"><path d="M46 650V622C120 617 128 613 128 525V125C128 42 120 34 40 28V0H311V28C221 34 212 39 212 124V281L286 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class="align_left">F-scores</td><td class="align_center"><span style="width: 84.2888ptpx;"><svg height="26.8365pt" id="M12" style="vertical-align:-9.575399pt" version="1.1" viewbox="-0.0498162 -17.2611 84.2888 26.8365" width="84.2888pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,31.264,-8.508)"><path d="M412 140C382 77 369 73 315 73H129L270 222C362 320 402 379 402 466C402 571 322 635 234 635C177 635 130 609 99 576L42 495L64 475C90 514 133 568 201 568C274 568 318 519 318 435C318 349 255 267 193 193C144 135 87 78 32 23V0H405C417 45 427 89 440 131L412 140Z"></path></g><g transform="matrix(.013,0,0,-0.013,37.504,-8.508)"><path d="M592 498C586 556 582 629 581 675H560C545 656 537 650 510 650H115C87 650 74 652 60 675H40C38 620 33 555 28 495H57C69 539 77 568 89 585C102 607 122 616 205 616H267V123C267 44 259 34 168 28V0H454V28C360 34 352 44 352 123V616H422C498 616 514 608 531 584C542 568 552 543 562 495L592 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<div>Calculation formulas for evaluation indicators.</div>

Computational and Mathematical Methods in Medicine

tab5

Table 5

Table 5: Mortality prediction in ICU Using a Stacked Ensemble Model 