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CTG.html
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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta name="generator" content="pandoc" />
<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
<meta name="author" content="Aleksandra Załęska" />
<meta name="date" content="2023-01-03" />
<title>Cardiotocography</title>
<script>// Pandoc 2.9 adds attributes on both header and div. We remove the former (to
// be compatible with the behavior of Pandoc < 2.8).
document.addEventListener('DOMContentLoaded', function(e) {
var hs = document.querySelectorAll("div.section[class*='level'] > :first-child");
var i, h, a;
for (i = 0; i < hs.length; i++) {
h = hs[i];
if (!/^h[1-6]$/i.test(h.tagName)) continue; // it should be a header h1-h6
a = h.attributes;
while (a.length > 0) h.removeAttribute(a[0].name);
}
});
</script>
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n=C.setTimeout(e,r);t.stop=function(){C.clearTimeout(n)}})},tt=E.createElement("input"),nt=E.createElement("select").appendChild(E.createElement("option")),tt.type="checkbox",y.checkOn=""!==tt.value,y.optSelected=nt.selected,(tt=E.createElement("input")).value="t",tt.type="radio",y.radioValue="t"===tt.value;var ct,ft=S.expr.attrHandle;S.fn.extend({attr:function(e,t){return $(this,S.attr,e,t,1<arguments.length)},removeAttr:function(e){return this.each(function(){S.removeAttr(this,e)})}}),S.extend({attr:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return"undefined"==typeof e.getAttribute?S.prop(e,t,n):(1===o&&S.isXMLDoc(e)||(i=S.attrHooks[t.toLowerCase()]||(S.expr.match.bool.test(t)?ct:void 0)),void 0!==n?null===n?void S.removeAttr(e,t):i&&"set"in i&&void 0!==(r=i.set(e,n,t))?r:(e.setAttribute(t,n+""),n):i&&"get"in i&&null!==(r=i.get(e,t))?r:null==(r=S.find.attr(e,t))?void 0:r)},attrHooks:{type:{set:function(e,t){if(!y.radioValue&&"radio"===t&&A(e,"input")){var 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ke2C8vfjgV/Y9kkRQOJIn/xM9INZSpiBnqX0Q9GlQPpPKAyO5y+W5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W/N6l54qOynCqD3DpWQ+mpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE+7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv/8lbTIkkYpqKM9VOhp65ktYk+Q46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI+ejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5+7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu+vtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY/iOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v+6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ/qDQK+bfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam+WpHG+0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3+J1eCBay8IYZ0wQRKGAqvCuZ/UgbQPyllosq+XtfKIZOzmeJqRazpmmoP/76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t/I4Jktu0XSgifO2ozFOiwd/0SssJDn0dn4xqk4GDTTKX73/wQyBLdqgJ+Wx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy/qqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh/wkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml/R4yrzow1Q2A5G+kzo/RhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj/UMMc34IBqTKLDTp76WzL/dMjCxK7MjhiGjeYAC/kj/jY/Rde7hpSM1xChrog6yZ7OWTuD56xBJnGFE+pT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G+9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36/dBySis4m9/DR8izaLJW6bWCkVgm5T+ius3ZXq4xI+GnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te/r4dPYMCl5qtiHNTn+TPbh1jCBHH+dMJNhwNgs3nT+OhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF+uRIWyXjQMAs2chdpaKPNaB+kSezYt0+CA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6/TzoA1/ZBG9bIUVHLAbi/kdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh+epgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF+zkJHIA7PwCDk1gGVmGUZSSoPhNf+Tklauz98QofOlCIQ/tCD4dosHYPqtPCXB3agggQQIqQJsSkB+qn0rkQ1toJjON/OtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU+TQ6NIw3ej+AtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb++W6Uk4q6F7/rg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK+EfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l+wM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l+DMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg+EWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb+Mw76Qy29iQ5up/X7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa/xnsMYcIO/vEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz/Chp/Vlpj2P7jJQmQRwGnltkTV5dbF9fE3/fxoSqTROgq9wFUlbuYzYcasE0ouzBo+dDCDzxKAfhbAZYxQiHrLzV2iVexnDX/QnT1fsT/xuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR+CtGdkPwYN2o7DOw/VGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO/f9Qua+pDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD/prQ84B1pVGkIpVUAHCG+iz3Bn3qm2AVrYcYWhock4jso5+J7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk+UILT7+VoX5mdxxA5fS42gISQVi/HTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8/6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk/wdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt+Su9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ/BfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk/gc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B//lHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO+CvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd/p1gi/07h8qfwHrByuSxglc9cI4QIg2oqvC/qm0i7tjPLTgDhoWTAKDO2ONW5oe+/eKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2/j4ODUwRkqrtBBCrDsDpt8jhZdXoy/1BCqw3sSGhgGGy0a5Jw6BP/TExoCmNFYjZl248A0osgPyGEmRA+fAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd/ocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE/EZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ/Ugd/JZQK8lvAm43uDRAbyW8gZ+ZGq0EVerVGUKUSm/Idn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ+QATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm+oOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724+zUQ7+vkCpZB+pGA562hYQiDxHVWOq0oDQl/QsoiY+cuI7iWq/ZIBtHcXJ7kks+h2fCNUPA82BzjnqktNts+RLdk1VSu+tqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy/44XYXdI5noQoRcvjZ1RMPACRqYg2V1+OwOepcOknRLLFdYgTkT5UApt/JhLM3jeFYprZV+Zow2g8fP+U68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr/A1SY9dXFz4RjzoU9ExfJCmx/I9FKEGT3n2cmzl2X42L3Jh+AbQq6sA+Ss1kitoa4TAYgKHaoybHUDJ51oETdeI/9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB+Un44zExFE4vLytcu5NwpWrUxO/0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL+BDqMyaN3RJPh/anbx+Iv+qgQdAa3M9Z5JmvYlh4qop+Ho1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs+gs37sFvi0PPVvA5dnCBgILTwoKd/+DoL9F6inlM7H4rOTzD79KJgKlZO/Zgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno+gBoKVXgIL/VI8dB1O5o/R3Suez/gD7M781ShjKpIIORM/nxG+jjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4/QftDbEn+AucIr1oxrLabRj9q4ae0+fXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd+eNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz/6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT+mAUmiYbV3YQVqFVp9dorv+TsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp+xJyYLv1OsxQCZwTB4a8BZ/5EdxTBJthApqyfd9u3ifr/WILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj/qn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9+W8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4/YtowhEmTs0vrvlD/CrisnoBNDAcUi/teY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O/4DcgV/dZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk+tgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb/n7qwhvGnrHuf5bX6Vh/n3xffU3PeHdR+FA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E+YbfL0adwNtHP7dT7t7b46DVZIkzaRJOM+S6KcrzYVg+T3wSRFRQashjfU18NutrKa/7PXbtuJvpIjbgPeqd+pjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir/8tNXJ/OsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG+FZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx/GdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD/Qi/EmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4/asthNMK5UQKCOhU97oaOYNGsTah+jfCKsZnTRn5TbhFX8ghg8CBYt/BjeYYYUrtUZ5jVij/op7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM+3SW6Opll/wgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy+QbSKVJcqkia+GvDefFwMOmgnD7h81TUtMn+mRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d/QK7Cr4uoCeOQ7/8JfKT77KiDzLImESHw/0wf73QeHu74hxv7uihi4fTX+XEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo/oVH5ww5OzLFsiTPDns7fS6EURSSWd/92BxMYQ8sBaH+j+wthQPdVgDGpTfi+JQIWMD8xKqULliRH01rTeyF8x8q/GBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE+/7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV/yTDRRP8Y2ww5RO6d2D94o+6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt+kqdae76ViWe3STan69yaF9+fESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw/A1zEdjWquIsQXXGIVEH0thC5M+W9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF+RVmI8L4HUYk4x+67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8/p5qIQrEo/H+1l/0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud+tJUfdaZ4CWNijzZtlRa8+CkmO/EwHYfPZFU/hzjFWH7vnzHRMo+aF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce/+/9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs/GWJS6SwEN/ULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e+G2zor8l+YaMxSEomDdLHGcD6YVQPegTaA74H8+V4WvJkFUrjMLGLlvSZQWvi8/QA7yzQ8GPno//5SJHRP/OqKObPCo81s/+6WgLqykYpGAgQZhVDEBPXWgU/WzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M+GWn6ASobIWC+LbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg/kpf3+CnAXKiMgIE8Jk/Mhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo+RJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B+SkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE+VMd3b1fhCynD0pQNhCG6/WCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp/YbHjo++7/Wj8S4YNa+ZdqAw1hDrKWFXv9+zaXpf8ZTDSbiqsxnwN/CzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m/NCW/HILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO+5EJ7Z6bCiRoPedRZ/P0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn/LvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl+11PoFYnNv2HwAODeNRkHj+8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij+bsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur/eWHjiB7SOVdqMAVmpBvfRiebsFjger7DC+8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l+kXRZ0KLZaGsFSIdQz/HXDxf3/TE30+DgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH+RptvRMVRaahu4cySjS3P5wxAUCPkmn+rhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik/zbrTQk5KmgxCg/f45L0jywebOWUYFJQAJia7XzCV0x89rpp/f3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl+5tfUWZNwBpEPXghzbBggYCw/dhy0ntds2yeHCDKkF/YxQjNIL/F/37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD+qNOhwMlfARQUdJ2tUX+MNJqOwIciWalZsmEjt07tfa8ma4cji9sqz+Q9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe+jGDiNJQLWnfx+drTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf/bkvo8PLVBsZl152y5S8+HRDfZIMCbYZ1WDp4yrdchOJw8k6R+/2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB+M4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5/iYp3ZdrCf7fL+en+sIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv+NRiJc8JAKqqgCA/PNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN/hCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj+bYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5/zBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8/i+jHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2+JrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk+Mz7wwstg6RFZb+TZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm/7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk+9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx+whVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC+XYuqMBMUun5YezKbRKmEPwuK+CLzijPEQgfhahQswBBLfg/GBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX+RCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk/4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug/AbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM+Zu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX/pcsfwXbLze2+D+u33OGBoJyAAL3jn3RuEcdp5If8O+a4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT++tm+haBCikRUUMrMhYKZJKYoVuv/bsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV/DMUxd9uFZmBfKXMCn/SqkWJyKPnT6lq+4zBZni6fYRByJn6OK+OgPBGRAJluwGSk4wxjOOzyce/PKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO/cEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm+bddRQu5F9s0XftGEJ9JSuSk+ZachCbdU45fEqbugzTIUokwoAKvpUQF/CvLbWW5BNQFqFkJg2f30E/48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J+1pT0tLkvFVZaNzfhs/Kd3+A9YsImlO4XK4vpCo/elHQi/9gkFg07xxnuXLt21unCIpDV+bbRxb7FC6nWYTsMFF8+1LUg4JFjVt3vqbuhHmDKbgQ4e+RGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB/KVijd1ARWkFEf3yiUw1v/WaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G+ZManTqDLPjyrOse7WiiwOJCG+J0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj/6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j/N46f+S2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb/0jQbaHJ2YRK8A+ls6WMhWmpCXYG5jqapGs5/eOJErxi2/2KWVHiPellTgh/fNl/2KYPKb7DUcAg+mCOPQFCiU9Mq/WLcU1xxC8aLePFZZlE+PCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh/nFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW+oKFLvpyvTBMM69tN1Ydwv1LIEhHsC+ueVG+w+kyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw+H/AuOx+aH+tBL88H57D0MsqyiZxhOEQkF/8DR1d2hSPMj/sNOa5rxcUnBgH8ictv2J+cb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd/PjMMtQfyDNZsOPd6XcAsnBE/mRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl/XPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG/VanIvcwycVA7+BE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP/MVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX/5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c/F1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J/5wkjpkre727p5PTRX5FGrSBIfJqhJE/IS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug+oRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U/5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7/BQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN+nA7pvF78/RII5ZHA09OAiE/66MF6HQ+qVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe+hXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz+JV/4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB+K3wBP/ineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q/9uocGsx41O4IZhViw/2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY/cQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE/om7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi/caHSM3FPRGRf7dB7YC+cD2ho6oL2zGDCkjlf/DFoQVl8GS/56wur3rdV6ggtzZW60MRB3g+U1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg/gBQIZMG/YcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK/G7F3mUc3GOAKqh60zM0v34v+ELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND+/GTk6M56Ig4yMsU6LUW1EWE+fIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP/IoRIZ/F6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg/RrPD/d3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl+Mu4xf0ezqeXD2PtPDnwMPo86sbwDV+9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD/OwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d/UfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH+14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC+OA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6+vAUUBoGhY3CT2tgwehdPqU/4Q7ZLYvhRl/ogOvR9O2+wkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn/dFSWBWzQ/VYk+Gezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n/yJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET/Hh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j+DXfpi12m1RbzYLg9J2wFergEwOxFyD0/JstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT/cUP6pE/mujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB+HEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu+vqQ02+KpJBjaLt9ye1Ab+BbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC+UwkXOoAjneU/xHplMQo2cXUlrVNqJYczgYlaOEczVCs/OCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38+xsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9+b8fH6+b8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj/0Q7PFUcC8hDrxESWdfgFRm+7vvWbkEppHB4T/1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y+g3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR/Rrs/JLKXgEx+qkmeDlFOD1/yTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW+xz+5FElFxWB28VjYIGZ0Yd+5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ+lT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ+2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1+JpI9psyNYIFuJogZa0/1AhOWdlHQxdAgbwacsHqPZo8u/ngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2+RdM+MAaYaZ0Y/ADkbNCZuAyAVQa2OcXOeICmDn9Q/eFkDeFQg5MgHEDXq/tVjj+jtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2/Bc0UxvseQCO2pQ2i+Krfhu/WeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt/U0Wf+phiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7+ExseJauyqo30hs+1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j/e1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la/QCTiVelFnU6O/GCvykqS/wZJDhKN9gBtSOp/1SP5VRgJcoVj+kmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn+8p6+vBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H+gDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D/GvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P+jAgN5TB3haSifDcApp6yymEi6Ij/GsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x/pChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11/yxyw0UnGig3MFdZklN5FI/qiT65T+jOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5+bqWiAYiAv6Jsf79/VUs4cIl+n6+WOjcgB/2l5TreoAV2717JzZbQIR0W1cl/dEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW/PhoawJDrGAP0JYWHgAVUByo/bGdiv2T2EMg8gsS14/rAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq+SCcTSx5NDtbFwNlh8VhjGGDu7JG5/TAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9+ogD8Kk/W7QoRN1UWPqM4+xdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c+4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS+o3F8YVVeikw13w+OEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX++7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9/O53DYi/5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD+P8sNh6e+XYHJXT/lkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp+pT0KYV5dGtknU64JhabdqcVQbG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) 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<h1 class="title toc-ignore">Cardiotocography</h1>
<h4 class="author">Aleksandra Załęska</h4>
<h4 class="date">2023-01-03</h4>
</div>
<p>Zbiór zawiera dane zebrane w czasie badań KTG płodów, parametry te
zostały przeanalizowane przez trzech doświadczonych położników, a
następnie na podstawie tych parametrów, położnicy nadali jedną z trzech
możliwych klas dla każdego płodu świadczącą o jego stanie (1 = stan
normalny, 2 = stan podejrzany, 3 = patologia płodu). Dane te są zawarte
w ostatniej kolumnie NSP. Dokonano także klasyfikacji płodu (od 1 do 10)
na podstawie wzorca morfologicznego, dane te są zawarte w kolumnie
CLASS. Kolumna NSP jest zmienną kategoryczną o trzech poziomach i według
mnie, jest ona główną kolumną modelowaną przez dane, żaś pozostałe
kolumny dostarczają dodatkowych atrybutów danych.</p>
<p>Przyjrzyjmy się bliżej naszemu zbiorowi. Ładujemy dane do
analizy:</p>
<pre class="r"><code>library(readr)
CTG <- read_csv("https://docs.google.com/spreadsheets/d/e/2PACX-1vSY8yoskQt0auIrvtbiu0oqdNF09DD8xCjA2rHTaSVqlmSGf_7heXlOT3-MtHkleiJ3ceD-H9ZSV35X/pub?gid=1248318734&single=true&output=csv")</code></pre>
<div id="wartości-brakujące" class="section level4">
<h4>Wartości brakujące</h4>
<p>Po przejrzeniu danych możemy zauważyć, że w pierwszym wierszu oraz 3
ostatnich występują brakujące dane. Możemy usunąć te wiersze:</p>
<pre class="r"><code>CTG <- CTG[-c(1,2128:2130),]</code></pre>
</div>
<div id="zbędne-dane" class="section level4">
<h4>Zbędne dane</h4>
<p>Przeglądając zbiór danych możemy także zauważyć kolumy, które
zawierają dane dla nas nieistotne takie jak nazwy plików, w których
został zapisany wynik badania, daty badania itp., interesują nas
zasadniczo tylko kolumny z parametrami otrzymanymi w czasie badania oraz
klasyfikacją nadaną przez położników, czyli kolumny od LBE do NSP.
Ponadto obie kolumny LBE i LB zawierają wyjściową wartość tętna płodu.
Wartości te się powielają, wynika to z faktu iż, wartości zawarte w
kolumnie LBE są pomiarami lekarza, natomiast wartości zawarte w kolumnie
LB to pomiare generowane przez program. Możemy zatem pozostawić kolumnę
LB, a kolumnę LBE usunąć.</p>
<pre class="r"><code>CTG <- CTG[, -c(1:6)]</code></pre>
</div>
<div id="kontrola-danych" class="section level4">
<h4>Kontrola danych</h4>
<p>Sprawdźmy jeszcze, czy nasze zmienne są odpowiedniego typu.</p>
<pre class="r"><code>str(CTG)</code></pre>
<pre><code>## tibble [2,126 × 34] (S3: tbl_df/tbl/data.frame)
## $ LB : num [1:2126] 120 132 133 134 132 134 134 122 122 122 ...
## $ AC : num [1:2126] 0 4 2 2 4 1 1 0 0 0 ...
## $ FM : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ UC : num [1:2126] 0 4 5 6 5 10 9 0 1 3 ...
## $ ASTV : num [1:2126] 73 17 16 16 16 26 29 83 84 86 ...
## $ MSTV : chr [1:2126] "0,5" "2,1" "2,1" "2,4" ...
## $ ALTV : num [1:2126] 43 0 0 0 0 0 0 6 5 6 ...
## $ MLTV : chr [1:2126] "2,4" "10,4" "13,4" "23" ...
## $ DL : num [1:2126] 0 2 2 2 0 9 6 0 0 0 ...
## $ DS : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ DP : num [1:2126] 0 0 0 0 0 2 2 0 0 0 ...
## $ DR : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ Width : num [1:2126] 64 130 130 117 117 150 150 68 68 68 ...
## $ Min : num [1:2126] 62 68 68 53 53 50 50 62 62 62 ...
## $ Max : num [1:2126] 126 198 198 170 170 200 200 130 130 130 ...
## $ Nmax : num [1:2126] 2 6 5 11 9 5 6 0 0 1 ...
## $ Nzeros : num [1:2126] 0 1 1 0 0 3 3 0 0 0 ...
## $ Mode : num [1:2126] 120 141 141 137 137 76 71 122 122 122 ...
## $ Mean : num [1:2126] 137 136 135 134 136 107 107 122 122 122 ...
## $ Median : num [1:2126] 121 140 138 137 138 107 106 123 123 123 ...
## $ Variance: num [1:2126] 73 12 13 13 11 170 215 3 3 1 ...
## $ Tendency: num [1:2126] 1 0 0 1 1 0 0 1 1 1 ...
## $ A : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ B : num [1:2126] 0 0 0 0 1 0 0 0 0 0 ...
## $ C : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ D : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ E : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ AD : num [1:2126] 0 1 1 1 0 0 0 0 0 0 ...
## $ DE : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ LD : num [1:2126] 0 0 0 0 0 1 1 0 0 0 ...
## $ FS : num [1:2126] 1 0 0 0 0 0 0 1 1 1 ...
## $ SUSP : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ CLASS : num [1:2126] 9 6 6 6 2 8 8 9 9 9 ...
## $ NSP : num [1:2126] 2 1 1 1 1 3 3 3 3 3 ...</code></pre>
<p>Wszystkie zmienne są typu numeric, zmienne Tendency, CLASS i NSP
powinny być typu factor. Natomiast zmienne MSTV i MLTV są typu
character, a powinny być typu numeric. Wynika to z faktu, iż zmienne
MSTV i MLTV nie są całkowite, i użyto przecinka zamiast kropki. Zatem
zanim zajmiemy się zmianą typu zmiennych, musimy zamienić przecinki na
kropki w zmiennych MSTV i MLTV:</p>
<pre class="r"><code>library(stringr)</code></pre>
<pre class="r"><code>CTG$MSTV <- str_replace_all(CTG$MSTV, ",", ".")
CTG$MLTV <- str_replace_all(CTG$MLTV, ",", ".")</code></pre>
<p>Teraz zmieńmy typ zmiennych:</p>
<pre class="r"><code>CTG$NSP <- as.factor(CTG$NSP)
CTG$Tendency <- as.factor(CTG$Tendency)
CTG$CLASS <- as.factor(CTG$CLASS)
CTG$MSTV <- as.numeric(CTG$MSTV)
CTG$MLTV <- as.numeric(CTG$MLTV)</code></pre>
<p>Możemy sprawdzić teraz czy wszystko się zgadza.</p>
<pre class="r"><code>str(CTG)</code></pre>
<pre><code>## tibble [2,126 × 34] (S3: tbl_df/tbl/data.frame)
## $ LB : num [1:2126] 120 132 133 134 132 134 134 122 122 122 ...
## $ AC : num [1:2126] 0 4 2 2 4 1 1 0 0 0 ...
## $ FM : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ UC : num [1:2126] 0 4 5 6 5 10 9 0 1 3 ...
## $ ASTV : num [1:2126] 73 17 16 16 16 26 29 83 84 86 ...
## $ MSTV : num [1:2126] 0.5 2.1 2.1 2.4 2.4 5.9 6.3 0.5 0.5 0.3 ...
## $ ALTV : num [1:2126] 43 0 0 0 0 0 0 6 5 6 ...
## $ MLTV : num [1:2126] 2.4 10.4 13.4 23 19.9 0 0 15.6 13.6 10.6 ...
## $ DL : num [1:2126] 0 2 2 2 0 9 6 0 0 0 ...
## $ DS : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ DP : num [1:2126] 0 0 0 0 0 2 2 0 0 0 ...
## $ DR : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ Width : num [1:2126] 64 130 130 117 117 150 150 68 68 68 ...
## $ Min : num [1:2126] 62 68 68 53 53 50 50 62 62 62 ...
## $ Max : num [1:2126] 126 198 198 170 170 200 200 130 130 130 ...
## $ Nmax : num [1:2126] 2 6 5 11 9 5 6 0 0 1 ...
## $ Nzeros : num [1:2126] 0 1 1 0 0 3 3 0 0 0 ...
## $ Mode : num [1:2126] 120 141 141 137 137 76 71 122 122 122 ...
## $ Mean : num [1:2126] 137 136 135 134 136 107 107 122 122 122 ...
## $ Median : num [1:2126] 121 140 138 137 138 107 106 123 123 123 ...
## $ Variance: num [1:2126] 73 12 13 13 11 170 215 3 3 1 ...
## $ Tendency: Factor w/ 3 levels "-1","0","1": 3 2 2 3 3 2 2 3 3 3 ...
## $ A : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ B : num [1:2126] 0 0 0 0 1 0 0 0 0 0 ...
## $ C : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ D : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ E : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ AD : num [1:2126] 0 1 1 1 0 0 0 0 0 0 ...
## $ DE : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ LD : num [1:2126] 0 0 0 0 0 1 1 0 0 0 ...
## $ FS : num [1:2126] 1 0 0 0 0 0 0 1 1 1 ...
## $ SUSP : num [1:2126] 0 0 0 0 0 0 0 0 0 0 ...
## $ CLASS : Factor w/ 10 levels "1","2","3","4",..: 9 6 6 6 2 8 8 9 9 9 ...
## $ NSP : Factor w/ 3 levels "1","2","3": 2 1 1 1 1 3 3 3 3 3 ...</code></pre>
<p>Wszystko jest już w porządku.</p>
</div>
<div id="opis-kolumn" class="section level4">
<h4>Opis kolumn</h4>
<p>Mając już przygotowane dane do analizy, możemy przejść do opisu
zawartości poszczególnych kolumn.</p>
<ul>
<li>LB zawiera wyjściowe wartości tętna płodu.</li>
<li>AC zawiera ilość przyśpieszeń na sekundę.</li>
<li>FM zawiera ilość ruchów płodu na sekundę.</li>
<li>UC zawiera liczbę skurczów macicy na sekundę.</li>
<li>DL zawiera liczba lekkich opóźnień na sekundę.</li>
<li>DS zawiera liczba poważnych opóźnień na sekundę.</li>
<li>DP zawiera liczba wydłużonych opóźnień na sekundę.</li>
<li>ASTV zawiera procent czasu z nieprawidłową zmiennością
krótkookresową.</li>
<li>MSTV zawiera średnią wartość zmienności krótkookresowej.</li>
<li>ALTV zawiera procent czasu z nieprawidłową długookresową
zmiennością.</li>
<li>MLTV zawiera średnią wartość zmienności długoterminowej.</li>
<li>Width zawiera szerokość histogramu FHR.</li>
<li>Min zawiera minimum histogramu FHR.</li>
<li>Max zawiera maksimum histogramu FHR.</li>
<li>Nmax zawiera liczbę szczytów histogramu.</li>
<li>Nzero zawiera liczbę zer histogramu.</li>
<li>Mode zawiera modę/dominantę histogramu.</li>
<li>Mean zawiera średnią histogramu.</li>
<li>Median zawiera medianę histogramu.</li>
<li>Variance zawiera wariancję histogramu.</li>
<li>Tendency zawiera tendencję histogramu (-1=asymetria lewostronna;
0=symetria; 1= asymetria prawostronna).</li>
<li>CLASS - kod klasy wzoru FHR (od 1 do 10).</li>
<li>NSP - kod klasy stanu płodu (1=normalny; 2=podejrzany; 3=patologia
płodu).</li>
</ul>
<p>Możemy teraz przedstawić te poszczególne parametry z podziałem na
stan płodu i porównać je ze sobą. W ten sposób będziemy mogli określić
jakie parametry determinują stan płodu zagrażający życiu. Ale najpierw
sprawdźmy jak dużo jest płodów w poszczególnych stanach i jak duży
odsetek stanowią płody zagrożone.</p>
<pre class="r"><code>#ustalmy ramki danych dla tych trzech kategorii stanu płodu:
normal_fetal_state <- subset(CTG, CTG$NSP == 1)
suspect_fetal_state <- subset(CTG, CTG$NSP == 2)
pathologic_fetal_state <- subset(CTG, CTG$NSP == 3)</code></pre>
<pre class="r"><code>#ilośc płodów w poszczególnych kategoriach
num_of_normal_fetal <- nrow(normal_fetal_state)
num_of_suspect_fetal <- nrow(suspect_fetal_state)
num_of_pathologic_fetal <- nrow(pathologic_fetal_state)</code></pre>
<pre class="r"><code>barplot(c(num_of_normal_fetal, num_of_suspect_fetal,num_of_pathologic_fetal), names = c("Normalny", "Podejrzany", "Patologia płodu"), xlab = "Stan płodu", ylab = "Liczba przypadków", col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), main = "Odsetek płodów w zależności od stanu")
text(0.7, (num_of_normal_fetal/2), paste( round((num_of_normal_fetal/nrow(CTG))*100),"%"), pos=3, cex=1.3)
text(1.9, (num_of_suspect_fetal/4), paste( round((num_of_suspect_fetal/nrow(CTG))*100),"%"), pos=3, cex=1.3)
text(3.1, (num_of_pathologic_fetal/500), paste( round((num_of_pathologic_fetal/nrow(CTG))*100),"%"), pos=3, cex=1.3)</code></pre>
<p><img 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" width="672" /></p>
<p>Patrząc na powyższy wykres, możemy zauważyć, że odsetek płodów
znajdujących się w stanie “podejrzany” lub “patologia płodu” jest dość
duży.</p>
<p>Sprawdźmy zatem jak wygląda porównanie pozostałych parametrów dla
poszczególnych stanów:</p>
<pre class="r"><code>library("vioplot")</code></pre>
<pre class="r"><code>par(mfrow=c(1,2))
boxplot(normal_fetal_state$LB, suspect_fetal_state$LB, pathologic_fetal_state$LB,
ylab = "Tętno płodu (uderzeń/minutę)",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)
vioplot(normal_fetal_state$AC, suspect_fetal_state$AC, pathologic_fetal_state$AC,
ylab = "Liczba przyśpieszeń na sekundę",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu", cex.axis=0.45)</code></pre>
<p><img 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kV6dEZA8xA7oG1Blc8DPRkXj2WfcRUB1UZkFz7ng/SJiB7QeZh59PJbbBpzeXoCqo3QSaR8jzElIn5A50H6Kb/Fyo+gOd1yhoCGpTWg7WP2ejACqo34FsvsUmMCGpbIMdAgB+knNp8Tsp0HSkB9KT+BElB0JX4SydtB+tl+v8vgKwRUmwjHQLO67TYBDUv+LHxmB+kJaFiyAZ0dfe9nrQZLBFQb+YBmdpCegIYVYSJ9Vj/gCWhY8gHN7CB9IgHNlnxAR8wDRWdRPoESUHQlvSL93UfxrkMioPrEOAaa1UF6ArqQyTzQqAioNsIBze8gPQFt5HIlUlQEVJsYE+mzOkhPQGu5XAtfmv0lo0NMBDSsCAHN6yA9KppXYzr7X2uHlE53czpGT0DDEglozgfpUdG9HuhWW9DZ93mt1UBAw2I5uzzEngeqO6DFsqAnu+U+0i0fAW3uBhb7rrEENCwCmgcCam+2XzQFnb02zfvaxySRST3VpOctEwioNgQ0DwTUwaKgh+Ym3Dd/9vGQZ/ebM6VX3fTwIgKqDQHNAwF1URX0/5mPn6M/+nlEAjoQUgF9/4wV6UMioE5MQY17Xj5+Gstd+F5XjRBQbWQCejLOd0X6NMZn/IDqncZkzCa+J9hNOYk0BCIBPddPAupf7ICqn0hvCrolvGdUbOD7OQhoWCIBNT+M7z5fLkuf1W1jCWhD/aWcr8ULSkD1E7kr537My9/XENBwFC4msnaJx22zE19f7OFhD8kMerP7fhz5nl0ENCyhSzkjXv6+JtuAZitsQM/f7tDfISZzyy5zIomA5k0ooPGOeq4joNooDWg9jWny2VsCmjehXXgCCjtKJ54180Cnt94R0KxJnUR64vtp7GgI6Ec5nl95CEoDurjr9qTfZwcCqo1IQNPZh1cQUMF+aiio1oAuZtBPCGjWxCbSjx4d+X4mCwr+OX78+JsUArri08HBTx/ms5iLLRJQfWKsSJ/XRHrfCOgaoS327nY9Ls92/CwmYomAakNAU6M2oArngS69XozLyFPuCKg24ivS+5qobIeABguo5iuRzKVyN78blwE189/j3TSWgKrDcnapURpQzdfCm7UaHpcfPs2ekSlovCkjBFQbApoanQFVvRrTpLrUuA7o/Dir225/8cU/EdCQCGhqtAZ086+dydzSwxz3bAJafhyNtw8fIqAUNCQC6sr/PFACukLmpnImnU1Ao05aJqDahA1oPRjzPgtPQA0C6gUB1YaAuiKghuaAsgsPa4ED+sBMWcp7GhMBNTQH1JxE2l4GdJrbSSQCGhLHQF0RUEN1QI+bOfQmoOWvc5rGREADI6CuCKihehqTmfs5emECOvu+yGsiPQENjIC6IqAVzRPp14/SZ3UpJwENjIC6IqA1zZdyLu8Lby7pzGoxEQIamFBAZ4fP9loP8znLSUCXNC8mMp+fPq1uKnfvjczTXYKAaiMT0HfjfKcx+aY2oGEo2GIeEVBtRAJ6nPM8UN8I6BoFW8wjAqqNSEAnZTTv/XS0FG/VbwX/HAnoGtEtZvaU7nEMFN1JLai87ftp7BBQArrJ4a7ZK5pyFh49cV/41BDQNVILKpcj9GQc+wgTAVWH+8KnhoCukVpQuRyhVUbNhKZ4u0sEVBuhY6Axd4tWEVACetG0uvrIpHMrwwWVCWhIUveFjzcm1zAPNFxA1c4DbVZjMp9Dn7CcHXoRuy/81/EuMF5BQIMFVO+VSE0yp0Wzqh0BRWdCVyKd7hbFDZaz60JpQBVfC98kc1I06yoTUHQm9gk024n0BNTQvBpTnczmECgLKqMPkYCe6ycBvYrWgG7+tTOZY6DFk8Uh0OYWnZEQUG2krkQaPTrK9EokAmpoDqg5+nnzzb9XP9irBUFZUBldSV2JFG9MriGgBPSixXKg2/WvIs4YIaDacCWSKwJqqA5oc4zp1ocqoDHnixBQbbgSyRUBNXQHdD473HtoVgI9ux93QVACqo3IMdBpzrvwvhHQNQq2mEcEVBuRgJYfQSPeqGuVgn+OWgOqdxpTQgioNjLzQMuC3ox7r4SGgn+OOgOqeSJ9QgioNiInkR7cuVOd5czySiTflAZU8aWcCSGg2khNY8p3Ir1vWgOqdzGRhBBQbQhoaj5Kiv1mr6dgi3lEQLXhvvCpIaBrFGwxjwioNgTUlf95oAR0BQF1YfpJQEMKG9DZd0mce28RUAKasiABpaABhQ2oOfp590UaU0ArBJSApoyAahP4E+gPt6sbxf5LzHttryKgBDRlBFSb4MdAZ4ffVGfe0/ggqiKgSqcxhREjoEfZLKhMQEMTOYl0+m31QfRG/A+iBJSAbjL7cW/hzu2MptkR0NCkzsLPDh9UH0Tvxf0gSkAJ6AbHud5yhoCGJjmN6fTbapzeeMSK9FcgoGskAnr+ljP32IVHR8LzQOsPovn8hJ8T0MCEbulR3Ptxpxj96w+7RTGKuPQiAdUmwkT6X779MqeA+kZA1wjdVG67unPXkyqmEZdeJKDacCVSagjoGpnbGo9eVuncXtyiMxYCqg0BTQ0BXSN2X/j5cX07ueOcbmtMQEOTCuj7Z3uth9kcpA+AgK6RC+jJuNp5L38Xbx+egGojE9CTXKeJBEBA18gcAzUjsiln1HvIElBtAl/KWU9YOj9NJJ8BGgABXSOxxSbVMdC2o/mMTwIaWuDFRO6/NP8x00TuPj9aymoeqG8EdI3QNCZz2LM+DX8c8zQ8AdUm9GpMo8f1ic14x+XXMA+UgF5kFg0ro1mm87M3f9/hJBK6C7+c3fZimkgKCCgB3eC4OqxkftBXi4fFG6wEVJvAJ5EOd8uRGfWo0joCSkA3OdytDn/uVv18LPGMmxFQbYKfhT/8w9vm6HwKCCgBvcrh3l7ElRoIqD4i05imMS/uWENACWjKCKg2IgENsg8/qQ9Ybff6JgLqI6CvrNg9FwF1QUBDE5tIP3p05PVpJvVck9l+r1OmBNRDQO36SUA7IKDaSATUnIv3PZG+mWFatrnX0k4E1ENAL2dbySsIBTTPS43rfhLQgAioKwLa0hrQXC81bgJKQcMRCeiDO+vuehigy134XpeNKNghJKBrYqxIT0DRld7l7KaJnETyjYCukVqRPstLjQlocHoDaoWAEtAL8r3UmIAGR0BTQ0DXyK1InwICqo1cQD8dHPz0YbHAnS+TfnvwBJSAXpTvpcYENDipgL67XR+cP9u5+bOPZ2nP7Pca+wSUgF6Q76XGBDQ4oYC+XrTO2+7ScXX2/epPoMUGPp47KM0BDUDoJFKelxoT0OBkAmpOc978btwsGeZnvdqT371MIqDMAw1KaD3QRD6CElBtRAJq5tk9LoepGaX+bhs723+SwjFQAhqU1ER635ca2yGg2ogEdFJNE6kD6vO2sZMtAkpAnYW4Us4SAdVGIqDlh05z3LMJaHP3WC+Oe86jJ6AE9CICCmtC18LXtzusBmZWdz2cE9DAJAIa4lJjOwRUGwLqioAGpWDehEcEVBvdu/C9EdCgAdU5DzQhBFQbqZNI28uATr2cREpnIj0BbRFQRwRUG5GAHjdz6E3ryl/7mcY0sckwASWgKSOg2ogE1Mz9HL0wAZ19X/iaSD/b73kG3lDwz5GArlGwxTwKFFAKGozMlUhrE0Virnyj4J8jAV2jYIt5REC1EboW3nwGbfhZTMSSgn+OBHSNgi3mEQHVRmw5u9OnZj2m0b03vp+vFwX/HAnoGgVbzCMCqg0LKqeGgK5RsMU8IqDaENDUENA1CraYR37f7bKfBDQYkYn0z/Yetb/L7Uok3zQHNAAFW8wjAqqN1H3htz6s/C6rgDIPNCgCao+AhicV0HbyJwG9GgFdQ0DtEdDwxAK6nL5EQK9GQNcIBfT9s73Ww0zWaiCg4QkFdHR7OYGegF6NgK6RWpE+x/VACWh4UsvZ/XWyKGjCAf1C0KUvgoCuCRrQ5ibb5/qZ7Pjsi4CGJ7ce6OuyoI/nKQdUsp+Xj2gCuiZoQM/uVz/TzT0P7z4/WvpHwKe8GgHVRnBBZTNMt9MO6D+JyTOg2uaBnu2Yn+nmOmNft+lyREC1EQxoU1ACSkB7CBzQZkR6X+DmbOfJ8iNDDwRUG8mAzt+Nyx/1vxJQAtpd2JNIh7vlYAzxI90EdGo+1k57FZSAaiMa0Opo/edjAkpAOwt9Fv7wD2/LXfgQAZ3tm4XDT76MdseElfFMQEORDWhzvpOAEtCuJKYxTT3dJGFFYgGloKEIB3R+ukNACWgPEgENsA9fPuT2cbUL3+v0FAHVRmgxkfbajrNdAkpAu5OaSD96dOT5QafF6OVsv9/pfQKqjfxydms5lUZACegFazeckTzEVGzg8eEJqACRgL6++cL3s1gioAT0AgIKayK78PtRbyS3SkVABQX4K/ZMIqAP7qy7m+Yhpr4IqADpk0iREVACmjICqo3QJ1AC2jmgdjS00IrSgLaHBXoNfQKqjcgx0KmOa401BzRbSgM6n09shjwB1UbmLPy7cXHzue9pIjYIqDZiAf10cPDTh8UCdx7M9vtdBl8hoNoIzQP9RsN6iwQ0QUIBfXe7HpdnO4s7J0RBQLWRu6UHASWgFmQC+noxLkOszNRDsIAy4AIRCaiSaSIE1JXOeaD1unM3vxuXATVrg96Kdp0HAVVH/kqkqAhoUEoDapa4eVx++DR7RqagvlcW6Y6AakNAWwTUldKATqpZInVA58cxp4wQUG0IaEtzQNOYB6ozoM2Vck1Ay4+j8fbhCag2cgH1PU3ECgENSmdAmyvlmoCme8uZntaHMwENQyqgGqaJEFBXBNQRAdVGKKAqpokQUFc6A5rpLjwBlSATUB3TRAioK50BNSeRtpcBjXrdMQHVRiSgSqaJEFBXSgN63OwcmfFZ/jrV8dkTAZUgElAl00QIaIIkAmp+qI9emPE5+75Idw+pJwIqQXBB5eSPMRHQBIlcibR2sXGyx+h7IqASBBdUTv4sJwFNkMy18OYzaCPdWSI9nRvOFDQIAtrSHNBsSS1nd/rUTLQb3Xsj83SXIKDasAvfIqAJUrugshUCqo3USSQN00QIaIIIqC0CKkEkoEqmiRDQBElMpH+296j9XbqHmPo5P5oZcUGIBFTJNBEC6krnPFBzDn7rw8rvsgxopkMuNpkrkXRMEyGgrvQGtP2pTkDRg9C18CqmiRBQV4oDuhyXBBQ9iC1np2CaiOaApjEPVG1AR7eXe0YEFD2woHKLgLpSG9DP/jpZFJSAogcC2iKgrvQG9K1ZcXH0eJ5NQC8OZgIaAgFtEVBXmgNarbm4TUDRS9iAzt4fbPITVyIR0I7kAtoUlICih7ABXZu+1Ep0gBLQFa/kXPk6BAM6fzcuiq1fCSi6I6AtAtoS7OfVBZUMaLXy9+fjVMdnLwRUhtAu/FMzg+n5wcG342L0iF14DQH9m5SEAloVNNkf8L0QUBli90T6/YflL7d9P2V3BLSjgQZ0frpDQNGD1GIi7QJMExYTUTCahxTQ2bO9h+2l8Lu5BjT5MaeS4HqgDdYD1TCYhxTQdWs5lUZAtRFckX7j74QR0I6GG9CoCKg2BLRFQFvDDKiZx3Qv2cVueiGgMoR24VcOex7HXBCUgHY0sIAe7i6uRUp4ucU+No3l1MecSiInkabF+mnOeKfhCWhHwwpoPUDrOUwxzyGFDWjyg04jkYCa+fQ3X5hfzcxOUqoDlIC2BhXQk3pQVhk1u0uJ/oDvg4AKkZkHelz/aL+T9i6S5oAyD9TBtDqqZNK5dW7OnTQCqo3Qakwnu6xIT0ATDWgzzc58Dn2S8knOPgioELHl7H6pVqS/wYr0BDS1gLbL2ZmOElD0wHqgLQLaGmBAJ/XR+SwCunkoE1D/CGiLgLaGF9DmEGjCV8r1QEClENAWAW0NKaD1POXmEKj5IKr/JBIBlSIykf7Z3rpErzUmoK0hBdQc/bz55t+rPfjZ90Wyi930QEClCF3KyYLKBDTdgC4G6Hb9q3gfQAmoOgS09YUov2+MFeld1Ncg3fpQDdWvo+0fEVB9RI6Bfjpa+PFpMXp89A/fz9lZtgH1bVgBnc8O9x6aCXZn9+POsyOg2oifRCp/2D/2/ZTdEdCOBhbQVIQNKAX1T/4s/DTmtZwEtCMCGkWAgBYFAQ1IPqDlR9BEp4kQ0NbwAvrpwNzscBbv8JJBQLWRD2i6V3oQ0NbQAvrudn1y82wn3bUaeiCgUqJ8Ak02oBsPHAWR+lAe1DSm+fz1YnZI+eM92dXCulsdyQQ0qBjHQFO9VI6AtoYVULMU/c3vxs0FnfGGZ+iAJj/s9BEO6Ozo+6gzlbMNKBPpHZhpoI/LD59mz2j9/jPSCKg2MSbSp3sWnoAuDCqg9eXvdUCzWFCZgIqJENBRuvNACejCkALaLKjcBDSH1ZgIqBiRgD6407r7KOZEEQLa0ZAC2swLaQKa7iyR7gioGARHb8YAACAASURBVJazaxHQFgGNws+7XRvIBDQovQGdLFbQ6YOAdjSkgGa3C395QCmob2oDOqlH+Wy/1xF/AtrRkAJqfhZvLwM61X8SiYDKCRvQ2U9XfOF7l5/zZ/ebU/knX/bZ3yKgHQ0qoMfNHHoT0OMMFlQmoHLCBvSKC+NOnzodaSKg6wioAzP3c/TCBLRakF79RHoCKifwJ9CnRfH1prPup09dx+lyF77Xw2QbUN8GFdD1iXb6L+UkoHJCHwP973FRXFij9vBBOUz/6Pg8U04iBTSsgFafQRv6FxNZH8cENKjgJ5FOd82o/Or5UfP7o788iDhMCWhHAwuo2Scy6zGN4i5IHz6gyQ88bQTOwh/uLvaN7owXP+Vf+H7WjghoR4MLaBoIqDYi05h+ebB2LeddHz/lz3aKW38f951yQkA7IqBREFBtpOaBHj6rPn6O7jy8amZTD5Ot+dTUc8o80BAIaBQEVButE+nNNKaT3728ehpTscEVj0lAW8MIaH3ZppbbbndFQAVpDmg1F5SAVpgHaiPLgJ4bxgQ0KK0BXcwDZRe+RkBtnD24c/ftfG21sGrFsIwDSkH9UhtQcxC096XwBLSrYQQ0OQRUG70BtUJAOyKgURBQbQhoi4C2CGgUBFQbAtoioK3hBXT2y8HBwdH1XxeUh3d7fhQT0KAIaIuAtoYW0OXlcndjXgovEVAK6pXWgLZTT3rNOSGgHQ0roCtrifRdnsYvAqqN1oA2Z+H7IqAdDSug5vYwo6/+dPCXbyIXlIBqozegs32LgZ5tQH0bVEDNKvRf19OKZ6+jLghKQLXRG1ArBLSjQQV0sromzUT5PZEIqCgC2iKgrSEF9Gxn9UOn8rtyXhjEBDQoiYDOnu2te5jmACWgrYEFdOVMpPL7wl8f0OTHnioSAdWyWAMBbQ0poLN9AgpLBLRFQFtDCqi5vVZ7J+Nj3cdACagskWOgn44WfnxajB4fbbpPpwwC2tGgAnq2W3y2mD+//nFUGgHVRvwk0sm4eOz7KbvLNqDMA3UxMz/Xq1+d7iq/rTEBlSV/Fn6a7Dw7AtoaUkDNeqDmyNKN+j+jiKuCOr/bi2OYgAYlH9DyI2iix5gIaGtQAT1/jD7ekXqRgFJQj+QDmu5ZTgLaeiXpqhdCQHshoMKifAIloAQ0oYAmhIBqE+MYaKpXehBQV1e30AoB7YWAChMO6Ozo+yLZeXYE1BUBdeT6bjcMYQIaVIyJ9JyFJ6CdiQb03bgo7sVcUVkmoBTUnwgBHTEPlIB2JhPQw11zXH4a++c7AVVHJKCr992++yjedUgZBzRbQQM6a8bitDrnfjKOfaUxAVWH5exaBDRBQQN6dr/6tGnKWVazyqi5u4eXJeknNjcIIaDaENAWAU1Q2IDuVMeT6okhJp1b3hYTmdRTTWb7vR6MgGpDQFsENEGBA2o+IpblNMc9zefQJ74u9Gg+25aP+qW3mx5eb9MIJqBBEdAWAU1Q2JNIh7tlLZtkTuvzR0MIKMPPm7ABnb0/2OQnJtIzgjsKfRb+8A+LgE7q00eeLjVe7sL3umqEgGoTNqAJXWXcvDgCqozYLT2aQ6De7ok0jXASiYCKI6AtzQFlHqg9k84ni0Ogknfl3PRvw+kBCag4oV34p0Uxuvf84ODbcTF6xC48Ae1M6JYeN9/8e/WDfWYuNX5y/bd4QUD1kzmJVI7Q339Y/tLLNDs7BDQopQFd7Cht17+Kt1SD47vdOIAJaFAiAV2bWjeR+wl/EQENSmlAm2uQbn2oAvp1tP0juYBSUF9E7gu/v3p9sa+D9FYIaFBaAzqfHe49fDM3s4/uvfHygO3R/14H/AmoNkKLiai47zYBdaU2oAFMbI4EEFBtCGiLgLrSGdDZT0Eedd/iWD8B1UZoF37lsOcxK9IHGMAE1F75I/2unx13Z07vdvP4JaBBiZxEmq4cCTrdiXkanoAGpTagJU8HP92IBZSCeiISUDNCb74wv5q9G6e73qLmgGZL4hjo4W69knLUxegrBFQbmXmgx/UJyTtpr/hNQBMkdBb+h9v12Iy63Lfbu71k+BLQoIRWYzrZXV5qcTPZe84Q0ASJnYVfNPTGI6XzQAloDGLL2f3y1IzPG5GPNBFQbSSnMX36ob6px80XsRpKQLVhPdAWAU2Q8DzQpqGjSB9DHd7tZaOXgAZFQFsENEGyAT18ujjSFOdIvVxAGYF+yAX0U7WUctxj9ARUHcGAHj5oduB/eRqroARUG6mAvru9+Mke8a7wGQeUeaCOms+ezb77YnVlaQRUG6GAvl5Z8TDZ1W4IqCutAf2l2XNvJ4KejKNMVxYMKAX1Qmw90GJ07+Dgx6fjhNdbJKCudAa0WTmpvtSj/TMCiuuJBNQst9h87py9jjqT/pqASvL7xgioPRPQ86fdyz+LsWKD/bu99Kc/AQ1KJKCTcwsqx/sISkCD0hrQDddwHgV/2k0kA0pBfWBBZVdpDEMCmgUCqg3rgbpKYxgS0CwQUG0IqKs0hiEBtTd7tveo/Z3S8UlA42AX3lUaw5CA2jMnkbY+rPxOYUAvn0FCQIPiJJIrhmFQUtOYlj/UhxNQCuqB1G2Ni8UFSO+KZG9rjASJzQNdLLNIQNGDzET6iRmgz4+Ojn7cTXgiPRIkE9DR7eX0ZJUBveIaEAIalExAzaXFS/GOgBJQfWQC+tlfJ4uCElD0IHQt/Gx5Mfwo5qXwBFQdoYC+Ncs1VAvdEFD0ILec3ftne3t7D4Pcgrs7AqqNWECrBRu2dQb0qlUcCGhQIgGdHR3F/Ni5goBqIxfQpqADCigFdSd1W+OItzJelW1AmQdqbzk8zT23t34loOhOZhc+6uT5VdnOAyWg9tqf72bZsM/jrARaI6DahA1os9LieeoG6FXSGIQE1N7KDtLJWOX4tA0oBXVGQF2lMQYJqL3VI0ynOxrHJwGNJnBAH9xZMD/aF7++q22AXiWNMUhA7c2e7T1sL4Xf1RfQK2+lQECDEpvGtL6iSCwENCidAV23llNp0gGloK7k5oEmcSqegAalNKCv126HFBMB1UYuoEnQHtCPVsRens6AprFzVCGg2sgFdPbLwcFBnDvNtJQH1K6fBPRqSewb1QioNlIBPdxtzsDfvXj/LkHKAzpAMp9AVQf06ttxE9CgIqzGtO37GXvI9kqkbElssWnUJRZXiQeUgjqSWw909NWfDv7yTeSCElBtRLbYu7FZrlbgia5DQLURW5G+WcXOrGsX8Yg9AdVGZh7oN4ov9Li6nwQ0LO6JhKSJ3dJjoAGloG6Ebmuc8V05EZREQNvr5TReKUdAY+K+8EjasLaYxbu9pp8ENCyh+8IT0EHQOQ80IRECSkGdiBwDna7eyfg4s2OgjL8WAXVEQLWRWZF+t/hsMX8+7qxlAhqU5oBqvVKOgEYlNJH+aX3Hw/n8dDfqdccENCi9AdV7pRwBjUrkJNKDO3fM2LxR/2cU8VwnAQ1Ka0A1XylHQKMSOgufyrr0BDQorQFVfKXcdf0koGERUFcJjD/xVZcuozSgmq+Ucw8oBXXBeqCu4g+/COvWXUJpQDVfKUdA4yKgrqIPv2U44xdUZ0A1Xyl3bT87BJSCOiCgrmKPvpVsRg9oAOILKuu60IOARkZAtVutZoYFFV9QWVVAr+8nAQ2LgGpHQJ3pvVLOT0ApqD0Cqh0Bdab3SjkCGpvegE5spj0TUG1kJtJrvVKOgMamNqCT+lTpbL/X/hYB1UZoPVClV8oR0Ni0BvTsfvM54eTLPuOcgGoTY0V6PRd6ENDYCKh2KU1jUjsPVGlAO/STgIalNaDtLnyvWc8ZzgNduRCJgGoXKaAU1JragJq5J0mcRIo/9pLpJwF1RUC1kQvop4PST//w/XT95BhQPoHmo9+77dJPAhqWVEDf3W6OLDXTRSLJMKAcA81IrIBSUFtCAX29cnD+ay9LNZg1cM3u+3GvY/1ZBnTzr2MgoI4IqDYyATXHK0f3Dg5+fDouPF0pN9mqTyQRUAKaj17vtlM/CWhYIgE9GXtfsLaexjT57O1VAd00OcX9qc+JPfQiBPSVFbvnIqCX8hlQCmpJJKABFqxt5oFOb70joJt/HY5dPwloBwRUG4mAzvYDLFg7qSs86TffmYBqQ0AvRUATIHRPJP/rLS5m0E9iBzQ2ApoRAqqN2oDayfCfY0rTmALIcItdoc+77dZPAhqW2l14Ozn+c0zonkgB5LjFLhcvoBTUjtaTSJay/OeYzIVIIcTYYkcqfsAT0BSIBNTcd3txAdK7YvX+CdKyDGg694UPQGaLzX7cW7hzW8chpo79JKBhyUykN6vH33x+dHT0466nifTtEmRDP4mUOZEtdjyOvpBdLWJAKagVmYCa6y6XPB0Bndh0mIBqI7HFTtb7WdzTsAtPQJMgdC38bHkx/MjPpfAmyv1WsqtkOA80c0J35Szu/bhTjP71h3IPaRTvCFOPd9u1nwQ0LLnl7N4/29vbe/iT76frh4BqI3NfeLMuzaQ6OD/1totkI2ZAKagNvQsqWyGg2sjc0sNMs5tWGTU11XCSk4CmgYC6YtgFJRNQc9rouD69eaxjmh0BTQMBdcWwC0ouoM0VHuXvNFzoQUDTIBXQ6gjowkMFA7Qzhl1QMsdATUCbciq51JiApkEmoCcK59l1xbALSuIs/KQ6Btp2VMH47NxPAhqW2ILKBBQ2hKYxmcOe9Wn445in4aMGNGRB87xMbi4UUDPP7q65EKkR79acBFQbiYCay9rM3WHKH+1v/r6j4iQSAU2E0GpMEcfkGq5E0kbmUs5qr2hxvZyPW85YIqDaCK0HGnFMriGg2shsscPd6vDnbuwbbxNQbeQXVI6KgGoju8UO9/YexTvA1P3ddu8nAQ1LaBeegMLOsLZY3IAGLCgB7f6IF/9oGvPquDXD+ueYg2FtMQKqjUhA09mHH9Y/xxyIbbHZLwcHB2+EnuwyHd9tj34S0LDEJtKPHh35fiYLBFQboS12uNvMUb77s8jzXSJyQMMVlIB2f8QLf9KuHs9EevQkEtDZ05XRabHMrDcEVBsC6oqABiUSUHPLmdFXfzr4yzeRC9rt3fbpJwENSySgD+6su0tA0ZFEQM1ND39fX75pbp2Q/ET6cAENVlAC2v0RfT+gTwRUG5nFRHTddpuApoOAuiKgQcmtSN9olgWNg4BqIzKR/v3BTytD8v0PjxIfoL0Q0KDkFlTe+DthBFQb+Us5FQzQXghoUHILKjcUjE8Cmg4C6oqABiV0DLS9Ui79eyL16icBDStwQP/b3MHjm3Ex+mp5P49dpjGhO6H1QJdDMu7CDdEDGqqgBLT7I67+5vxa9LXEf8IjISJb7HS3uPli+Ssf/Tzbqe8x33NSKQHVJvQu/GRDP72MUDsEVJugW2w5Q/m2GZflf81/bviYp2wCOjUfFKa9CkpAtQkd0NnBwcGP5S7884OlmNfEE1Btwgb0/DVy3q6UKwM62zcHVk++vPzBNj13h8fueQ7JIKChsKAykkZAz+t3ITwBDSvCPNCYCKg2SrdYmebt42oXvtcB//gBDVRQAtr9EX0/oE9K/zkOmN4tNi1GL2f7/U6YElBt5AL66cB8Dp3FvOOM5n+OQzWsLUZAtZEK6Lvb9bGls52bMVesZR6oNhJXIj3be9T+LvkLPQhoSoQC+npxcD7yLY4JqDYy18IXWx9WfkdAvSOg3R9xw5+ZGcU3vxuXA3O2X9SL3Xw6iPFJlIBqIxTQdgWm1ANqMYmJgIYjElBzPdLjcmSagWkKaqZ3nO3EWDSMgGojFdBicWhp6AENU1AC2v0RL/5RvUZtHVCzWMPn/7H8nTACqo3QeqC3lwvRE1AC2oPIPND9anA2ySw/jt4Y3/3zbpRhSkC1EVoP9K+TRUEJKAHtQfBKpCag5nf/aTZqjCVFCKg2Ygsqm5shPZ4TUALaS5yAvj3cLe7FuDiJgGojtyJ9s3YSASWgPUTZhU/9njO9ENCgBG/pURc08YD2XYqJgIYldRJpexnQKeuBojvJeyK9G5dj89ehBzRIQQlo90e8+EfHzRx6MzDNPbifXPwSIQRUG9Gbypn5dp+PCaj/N0ZAuz/ixT8ycz9HL0xAZ9+vzlmWR0C1kb0rZ30HBQLqHQHt/ogb/mxt3cXMLuVEUMK3NT7dIaAEtAeha+HNZ9BGbouJICiZxUQetpfCp33Tw379JKDBiS1nd/rUrMc0uvfG9/P1QkC1Ed9iazmVlkRAQxSUgHZ/RN8P6BMB1WZYW4yAakNAXTEPNCipgM7+r/nYefaHP0W9+QwB1SZsQM8e+LhFrEcEVBuZgJ4+KBaXyY3+KPGElyCgQb0qeX7IwAFN536cNQKqjUhAj8fFMqDVRR+xENCAXr0ioK4IqDYSATWzP0dfV/vun15HnWd33bvt2U8CuurVq7/9jYC6IaDaSAR0snpxxyTlS41lAhqgoAS0+yOu/JqAwpHEPND91Q+dSS92Q0AdEFB3BFQb4SuREl/OjoA6IKDuCKg2BHQVAXWgNKBvji74h+/n7P7iCKgyMrvwKwuEHcdc7YaABqQzoJuk+xMeqZHYYtOVM+/mjHy8eUzXvNu+/SSgq8qAKpzGREDhQmKLVcP03oty3+j90yLl5RYJqIsQ00DDB3T01d4FCS/WgMSIbLF6GdBGwsstElAnKgOa/UkkBCV0KefTZT+j3OxwgYCGRECdEVBtxBYTef/M7Bu9iLqWCAENioA6I6DaDGuLXf1ue/eTgK4hoM6G9c8xB8PaYokE1H9BCWj3R1z59RACyjzQoAhoi4C6IaDOCKg2QQNaj88Lk+1SnWZHQN0QUGcEVBsC2iKgbvQFdP4p4mWbmxBQbcIGtLpjQvn/18W7iwIBDUjhRPrkEFBtOAbaIqBOqks5fT8oAXVFQIMioC0C6oSAuiOg2hDQFgF1QkDdEVBtxAMa9U6yBDQgAuqOgGojH9B0F1QmoE4IqLth7RDmgIC2CKgTAuqOgGpDQFsE1AnTmNwRUG0IaIuAuiGgzgioNgS0RUDdEFBnBFQbAtoioG4IqDMCqg0BbRFQNwTUGQHVhoAu9e8nAV1DQJ0xD1QbArokGFDvBSWg3R/R9wP6REC1IaBLBNQRAXVGQLUJGtDZ+4MLfhwTUALaGQF1RUCDCr2g8iYElIB2pTegk3pobPf6JgKqDQFdIqCOCOiKya3qDt6z/a0+30VAtRHfhS/9FO3m8AQ0pAD9VBvQs/sv61+cfNnn4wIB1WZYE898zwNdfGfsgH5MJaB8Am0Q0IEgoK3eAW2/NX5AEygoAV2x3IW/1Wd/i4CG86rh91EJaKtvQFe/l4AS0HXTRE4iofbqVZCCDmuLeQ3o2vcSUALqwbD+OUpajk3Pg3RYWyxcQHsWlIB2REDhw8rQJKD2Ugmo/5PwBLTzI/p+QJ+G9c9R0OrI9DpKh7XFCGhIBNTZsP45CiKgXhDQkAhoq72G5IrLRjZdZSLy6oaHgHpBQEMioKsm11+CREDFEFAvCGhIBHTVbL/fDKYK80ADIaBepDKNiYB2pTegVghoIATUi1Qm0hPQrgioKwJqMI3Ji1Qu5SSgXRFQVwS0wkR6H1JZTISAdkVAXRHQGpdyepDrXTmT6ScBdUNAw2ExEXcENKBXr/7mv6BaA9ppHuhFBFQbAtoioE7KgP6NgC51mAd6EQHVhoCu6F1QArqCgK5hHuggENAVmgMavaCv6oAmf4gp6QE/rH+OORjWFiOg4Zh++v8ISkCRtGFtsUwD+vFjAgVdBDT1WSJJD/hh/XPMwbC2WLYB/e232AF9VQfU90dQAoqkDWuLJRJQ/x9Af4td0EU/fX8EJaBI2rC2WJYBrfv5W9y9+EU/fX8EJaBI2rC2WI4BbfoZt6CvVgOa9mI3SQ/4Yf1zzMGwtliGAV32M+pefNtPzx9BCagr5oEGRUBX6Azob7/FL+h6QD0WlIC6IqBBEdAVQgEN1s/fYu3EvyKgfhBQbQjoqr4FjR7Qj+sBjfURdLWffvfhCagrAhoUAV2lMKC/JRDQVwTUEwKqDQFdpS6g5wsaK6B/Ww+ov4ISUFcENCgCukpjQBM4iXQuoD4/ghJQVwQ0KAK6Sl9Az01jIqDXP6LvB/SJgGpDQFcpDOhKQZM4B9/sw/tKKAF1RUCDIqBrehY0hYDOV65E8vq4XV3op8+CElAkbVhbLMuALgqaTj89nkgioEjasLZYzgGNNoNpUz+9fQgloEjasLYYAfXr1aX9rAvqnlACiqQNa4vlHVDpgl6VT18JJaBI2rC2WBIBDXBDpAgnkV5dl89lQp0aSkCRtGFtsevfbb+Cxg9odTekdhqTRENfLV2Tzzah9hkloEjasLZYVgH9uLA6kT7w/eVe9arn+YZaRJSAumIeaFAEdF34gHoZ0B8v1jN4Q/unc1NGez4pAXVFQIMioOf0KmicgJ5v5+LPL1TU9YlWXB/PxVf6jSgBdUVAgyKg5yQc0I8fN37wbL9g0ydRDyHt9Mmz/fJOH0S7RpSAuiKgQRHQc0IHtPd4/njR2k776tdesjvvUtKO++2r33LNl/b6IEpAXRHQoAjoeX0KGjqgV4VzQz/nm77gfEj7/H11Pui59l3Xf/kyote+AgLqioAGpTagkzpd272+SVNAr8zmJQG9pKAXS9rh+XudMlr/1k7f0u2DKAF1RUCD0hrQya0P5j+z/a0+36UjoNd85rQP6LmPo1e+iH4n3Ne/t+t3dZhoT0A7+sKKz9c+TEoDenb/Zf2Lky/fXvpFxQbXP3Sf8bd4VJ+DdsMxz6t4/OZVr/rx+M3rCGg3vUZg57GIaxHQ8/qMP5uAXvf8BHQVAUXStG6x5S58/d+OtL7b4SKgSJraLTYNdRIJKSGgSNqwttiw3m0OCCiSNqwtNqx3mwMCiqQNa4sN693mgIAiacPaYsN6tzkgoEjasLbYsN5tDggokjasLTasd5sDAoqkDWuLDevd5oCAImnD2mLDerc5IKBI2rC22LDebQ4IKJI2rC02rHebAwKKpA1riw3r3eaAgCJpw9piw3q3OSCgSNqwttiw3m0OCCiSNqwtNqx3mwMCiqQNa4sN693mgIAiacPaYsN6tzkgoEjasLbYsN5tDggokjasLTasd5sDAoqkDWuLDevd5mBwAYU2sceMpNh/1+jP+xjw/YA+xf7LRn+xx4yk2H/X6M/7GPD9gIlL4184rwKbpbFNeBWdaXiNPqWxUXgV2CyNbcKr6EzDa/QpjY3Cq8BmaWwTXkVnGl6jT2lsFF4FNktjm/AqOtPwGn1KY6PwKrBZGtuEV9GZhtfoUxobhVeBzdLYJryKzjS8Rp/S2Ci8CmyWxjbhVXSm4TX6lMZG4VVgszS2Ca+iMw2v0ac0NgqvApulsU14FZ1peI0+pbFReBXYLI1twqvoTMNr9CmNjcKrwGZpbBNeRWcaXqNPaWwUXgU2S2Ob8Co60/AafUpjo/AqsFka24RX0ZmG1+hTGhuFV4HN0tgmvIrONLxGn9LYKLwKbJbGNuFVdKbhNfqUxkbhVWCzNLYJr6IzDa/RpzQ2Cq8Cm6WxTXgVnWl4jT6lsVF4FdgsjW3Cq+hMw2v0KY2NwqvAZmlsE15FZxpeIwAkiYACgCUCCgCWCCgAWCKgAGCJgAKAJQIKAJYIKABYIqAAYImAAoAlAgoAlggoAFgioABgiYACgCUCCgCWCCgAWCKgAGCJgAKAJQIKAJYIKABYIqAAYImAAoAlAgoAlggoAFgioABgiYACgCUCCgCWCCgAWCKgAGCJgAKAJQIKAJYIKABYIqAAYImAAoAlAgoAlggoAFgioABgiYACgCUCCgCWCGjWjmK/AOAK+sdnhgE929ku///Jl2+v/cL7LwO9gMJ4sv6nx58tX1CgJ77wvLP97fZ/vPicl7yM83+88sLhAeNzIYfxmWVARy8jD1AzRo5H0tv5wvNeM0Ave5ikBmh+GJ+LP8hhfOYY0PvfbtUDdLZfFLc+zGf/9m0x+vPvvi2KrePy/8r/bVz9ICy3xNn9P4+LcotOyj+dT7c8vYBqoJjR0bwA87N39O1nyxdUPnH1mr4xP5C32pfj+Fra560f0Tzb1spznn855o+a567/3srnL1/kpq80j0xI/WB85jQ+swzof/3bSzNAZ/vlVp7c+jDbL/+uT8Zb82MzGn73svrrnlQb6Gyn/Fsvv+S4Gj1Prn/wTi+gGShP2hewPTfPVP3End76YAaoeU2l1Zfj+lqWz7t4xPrfSP0aqudsfrljhnDz/uuvrL+9/O+0+uPzL5yAesT4zGl8ZhnQlydfmwFa7SWVf7fVuDgZP6m2YL0Vq7/uxQY6rrdAh52qji9gsauyeAHVpi3/X/VfM4DMEKj2XpY7McftKLB+Leu7SMf1AF28BvO3sng55t9GPRIXX7n8dvOVO6M/n3vhBNQjxufiEXMYn3kGdD55Um6NakOUG6n6cVn+KK3+l2YzFMXaADX7Jb72kJqD5eU4WbyAqflv+YKm1UH0YrsaoNW/k+p/Wbwc19eyfN7FI5oBungN5XMuX4558ONmgNZfufh7K//nf94ZvTz/wgmoR4zPnMZnpgE9+Z9/v3yAlttk+9xP+HIr/NXXHtLyQ8TFAVrvFs2XA9R87JgvX47ra1k+7+IRrx+gi69sXtWFr4w/QPPD+MxpfGYa0PnkX1Z3kdYHaPXXf26Azvb/xdceUjtQNu4izdsBWh3KmS9fjutrWf+H0WkXafGVy28/95Xxd5Hyw/jMaXzmGtD6mPjiUPO5AWp+io5HL1cH6Hxa+NpDagdK+wK2mhdUjofj6omr1zStNvny5bi+lnaANo94yUH65aH3coA2X1l/e32SYO0rt5Z/k7N9AuoF4zOn8ZlrQKuNv5gmcv4Y06QoPvs/1Y+ydlBUeyueXsBioCxnW5T/XU4TGb1c/IQ3vzOHnBYvx/W1tM/bPGI10i+bJlKNxOVXVt++d+ErFy/cY3pSPgAABlZJREFUfMefvX0EGjbGZ07jM8OA2vF2jrOD6yYNS7yW4+Z4V6sd30gP4zPN8UlAG9Pt67/GF/Np4yqBX4uZSLJ6EUgjzQGKGuMzzfFJQCsn4ws/8MK55hBS+Ndipqtc/DeQ5gCFwfhMdXwSUACwREABwBIBBQBLBBQALBFQALBEQAHAEgEFAEsEFAAsEVAAsERAAcASAQUASwQUACwRUACwREABwBIBBQBLBBQALBFQALBEQAHAEgEFAEsEFAAsEVAAsERAAcASAQUASwQUACwRUACwREABwBIBBQBLBBQALBFQALBEQAHAEgEFAEsEFAAsEVAAsERAAcASAQUASwQUACwRUACwREABwBIBBQBLBBQALBFQALBEQAHAEgEFAEsEFAAsEVAAsERAAcASAQUASwQUACwRUACwREABwBIBBQBLBLSn2eGDcVEUNx7+3P7Z6Qv3h90vPnt75Vec7RS3Pjg/DzLH+JRFQPt5Z0Zn7VYzRGevi23nx2WAwgfGpzAC2stxsaIZUeWfMUCRBManNALaRzlIipsvzDA5+qH8UV8PGAYoEsH4FEdA+5gW7SA5KUfoE/MLBigSwfgUR0D7mBSjl8vflKN1y/yXAYpEMD7FEdA+1gZo+SN+qz3qVP2w//TDnfKXo7v1Wc9q0M1+uF3+yb2f1x+o+t7TB+X/8vU/2q+tf3VY/nFx98VyMJ4+NV/2oRmg5RcuXkP5IEMcsrgU41McAe1jevGH+eoAnbZnQM3AMYPuf49XB/CSGaAn9f9UD7fqa78sh+jpbvMNN39ePmf1iL8Oc4CiB8anOALahxlTzY/khZUB2o7PehyXY6m18tGgfqD/sb/6v1RfW/6MN6cB1k6iLh/082EOUPTA+BRHQHuphsvoq+erg3RxjMmMrWr0/rJbLMZS+cWPP5iZeOc+GlQ/3c3PcDNvzxypWgzQSfkdj8rv+KH58+q8avN1gxyg6IPxKY2A9rOcqNweBFoM0OPmoH01csyPZzPomgNH0+X/tvyKZnCVvzIDznxt+QfN79o/n6583SAHKHphfAojoD3NDhcHgcxPYuPiWc7yx/JigDb/y/mx1A5E8zN9ezmWVwby4s8XXzcd5gBFP4xPWQTUwi8/PKgPnG+aqPzp/bNxsRigl42lld+bDwbVkSXzLZP2aH51IrQZ6ivfMrQBiv4Yn3IIqCUzeWO5a9QM0GYhh8UR9qsH6NbKLxcDdOU76m9ZmVw30GkisMP4lEFArTVHktoBetIu5NBvgN769f5/7TcDdDlduRqQK9830AEKW4xPCQS0h8n6dLnmt6tnOYvixt2Hz3/d6fkTfjFRmZ/wcMD4lEdAezh3rnK6PkCny8nFZ10G6OoxpuWVHiv/BKo/5xgTumN8yiOgPSx2imqLoXK8nJa8GDnHXXaRFo9Uj8lmgG44y7kYsYsJI5Pz5z2BGuNTHgHtwQyXm8urhqfF2jGmdjie7nQZoM1IbOfkmf9cPs/O7IA1A7T5ztOdIQxQdMf4lEdA+6gOw99782Ex3W5xlnMxcszorS7SWEw+vmqAFvd+ns9WrvSoRvvqlR7mO6orPd7M54eLKz2qi02+/lB/5wAGKHpgfIojoL28K1Ytf0YXZkdmbTXw6wfojdUZJcsBeuFa4+Wj/nNzvL79in8d5gJiuBzjUxoB7edktx2Df6z/qF6Tofxh/3rxPzzaXxw3uuosZzP0br5tHqQekBdWu2kuzlusdlMO2WZkbw90BUZcgfEpjID29cvTek3FPy3HxszMWf66/EW1UuKNcg9neebyymkiZrDfeNw8xoX1Fpdfe/p0vLLeYunT63H1BYMYoOiJ8SmKgEaxMs8OSA7jsysCGgUDFCljfHZFQKNggCJljM+uCGgUDFCkjPHZFQGNggGKlDE+uyKgUTBAkTLGZ1cEFAAsEVAAsERAAcASAQUASwQUACwRUACwREABwBIBBQBLBBQALBFQALBEQAHAEgEFAEsEFAAsEVAAsERAAcASAQUASwQUACwRUACwREABwBIBBQBLBBQALBFQALBEQAHAEgEFAEsEFAAsEVAAsERAAcASAQUASwQUACwRUACwREABwBIBBQBLBBQALBFQALBEQAHAEgEFAEsEFAAsEVAAsERAAcASAQUASwQUACwRUACwREABwNL/B2AGFSgmOcakAAAAAElFTkSuQmCC" width="672" /></p>
<pre class="r"><code>par(mfrow=c(1,2))
vioplot(normal_fetal_state$FM, suspect_fetal_state$FM, pathologic_fetal_state$FM,
ylab = "Liczba ruchów płodu na sekundę",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)
boxplot(normal_fetal_state$UC, suspect_fetal_state$UC, pathologic_fetal_state$UC,
ylab = "Liczba skurczów macicy na sekundę",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>par(mfrow=c(1,2))
boxplot(normal_fetal_state$ASTV, suspect_fetal_state$ASTV, pathologic_fetal_state$ASTV,
ylab = "Procent czasu z nieprawidłową zmiennością krótkookresową",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)
vioplot(normal_fetal_state$MSTV, suspect_fetal_state$MSTV, pathologic_fetal_state$MSTV,
ylab = "Średnia wartość zmienności krótkookresowej",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>par(mfrow=c(1,2))
vioplot(normal_fetal_state$ALTV, suspect_fetal_state$ALTV, pathologic_fetal_state$ALTV,
ylab = "Procent czasu z nieprawidłową długookresową zmiennością",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)
boxplot(normal_fetal_state$MLTV, suspect_fetal_state$MLTV, pathologic_fetal_state$MLTV,
ylab = "Średnia wartość zmienności długoterminowej",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>par(mfrow=c(1,2))
boxplot(normal_fetal_state$DL, suspect_fetal_state$DL, pathologic_fetal_state$DL,
ylab = "Liczba lekkich opóźnień na sekundę",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)
vioplot(normal_fetal_state$DS, suspect_fetal_state$DS, pathologic_fetal_state$DS,
ylab = "Liczba poważnych opóźnień na sekundę",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>par(mfrow=c(1,2))
vioplot(normal_fetal_state$DP, suspect_fetal_state$DP, pathologic_fetal_state$DP,
ylab = "Liczba wydłużonych opóźnień na sekundę",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)
boxplot(normal_fetal_state$Width, suspect_fetal_state$Width, pathologic_fetal_state$Width,
ylab = "Szerokość histogramu",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<pre class="r"><code>par(mfrow=c(1,2))
boxplot(normal_fetal_state$Min, suspect_fetal_state$Min, pathologic_fetal_state$Min,
ylab = "Minimum histogramu",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)
boxplot(normal_fetal_state$Max, suspect_fetal_state$Max, pathologic_fetal_state$Max,
ylab = "Maksimum histogramu",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>par(mfrow=c(1,2))
boxplot(normal_fetal_state$Nmax, suspect_fetal_state$Nmax, pathologic_fetal_state$Nmax,
ylab = "Liczba szczytów histogramu",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)
vioplot(normal_fetal_state$Nzeros, suspect_fetal_state$Nzeros, pathologic_fetal_state$Nzeros,
ylab = "Liczba zer histogramu",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>par(mfrow=c(1,2))
boxplot(normal_fetal_state$Mode, suspect_fetal_state$Mode, pathologic_fetal_state$Mode,
ylab = "Moda histogramu",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)
boxplot(normal_fetal_state$Mean, suspect_fetal_state$Mean, pathologic_fetal_state$Mean,
ylab = "Średnia histogramu",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>par(mfrow=c(1,2))
boxplot(normal_fetal_state$Median, suspect_fetal_state$Median, pathologic_fetal_state$Median,
ylab = "Mediana histogramu",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)
boxplot(normal_fetal_state$Variance, suspect_fetal_state$Variance, pathologic_fetal_state$Variance,
ylab = "Wariancja histogramu",
names = c("Normalny", "Podejrzany", "Patologia płodu"),
col=c("darkcyan", "khaki2", "indianred"), border=c("deepskyblue4","gold2","maroon"), xlab = "Stan płodu",
cex.axis=0.45)</code></pre>
<p><img 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" width="672" /></p>
<p>Analizując powyższy wykres, możemy zauważyć, że konkretne parametry
przyjmują zupełnie inne wartości dla poszczególnych stanów płodu.</p>
</div>
<div id="model-klasyfikacyjny" class="section level2">
<h2>Model klasyfikacyjny</h2>
<p>Biorąc pod uwagę powyższe wyniki analizy, możemy spróbować stworzyć
model klasyfikacyjny, który na podstawie pozostałych parametrów, będzie
przewidywać klasę zmiennej NSP, czyli kategorię stanu płodu.</p>
<p>Do budowy naszego modelu, wykorzystamy algorytm Random Forest.</p>
<div id="las-losowy-random-forest" class="section level4">
<h4>Las losowy (Random Forest)</h4>
<p>Jest to algorytm, który w pewnym sensie opiera się na konstrukcji
drzew decyzyjnych. Pojedyńcze drzewo decyzyjne często nie jest zbyt
dobrym modelem, o wiele lepszym rozwiązaniem jest budowa wielu drzew.
Wtedy każde z drzew generuje jakieś progonozowane wartości, a następnie
są one w pewien sposób łączone w jedną prognozę np. poprzez uśrednianie.
Możemy odgórnie “narzucić’ ilość tychże drzew w modelu poprzez funkcję
<code>ntree=</code> , jednak nie jest to konieczne, R domyślnie
przyjmuje <code>ntree = 500</code>.</p>
<pre class="r"><code># Ładowanie pakietu randomForest
library(randomForest)</code></pre>
</div>
<div id="podział-danych" class="section level4">
<h4>Podział danych</h4>
<p>Zbiór danych CTG musimy podzielić na dwie części: treningową i
testową. Podziału dokonujemy w sposób losowy, dzieląc zbiór w proporcji
30:70.</p>
<pre class="r"><code> set.seed(0)
size <- nrow(CTG)
size_percent_train <- 0.70
subset_train <- sample(1:size, size_percent_train * size)
train <- CTG[subset_train, ]
test <- CTG[-subset_train, ]</code></pre>
<p>Dopasujmy teraz nasz model do treningowego zestawu danych:</p>
<pre class="r"><code>model <- randomForest(x = train[-34], y = train$NSP)
model</code></pre>
<pre><code>##
## Call:
## randomForest(x = train[-34], y = train$NSP)
## Type of random forest: classification
## Number of trees: 500
## No. of variables tried at each split: 5
##
## OOB estimate of error rate: 1.01%
## Confusion matrix:
## 1 2 3 class.error
## 1 1161 1 0 0.0008605852
## 2 12 187 1 0.0650000000
## 3 0 1 125 0.0079365079</code></pre>
<p>“OOB estimate of error rate” (błąd OOB (out-of-bag)) to średni błąd
predykcji w każdej próbce treningowej. Prościej mówiąc: jest to odsetek
wszystkich pomyłek (fałszywie pozytywnych i fałszywie negatywnych)
wykonanych przez model w zbiorze treningowym.</p>
<p>Błąd klasyfikacji (“class.error”) stanu płodu “normalny” wynosi
0.08%, dla stanu płodu “podejrzany” wynosi 6.5%, a dla stanu “patologia
płodu” wynosi 0.7%.</p>
<p>Teraz możemy przewidzieć wynik dla testowego zestawu danych:</p>
<pre class="r"><code>y_pred <- predict(model, newdata = test[-34])</code></pre>
<p>Tablica pomyłek w zbiorze testowym:</p>
<pre class="r"><code>confusion_mtx <- table(test$NSP, y_pred)
confusion_mtx</code></pre>
<pre><code>## y_pred
## 1 2 3
## 1 490 3 0
## 2 5 90 0
## 3 0 0 50</code></pre>
<pre class="r"><code>OOB_test <- (confusion_mtx[2,1] + confusion_mtx[1,2]) / nrow(test)</code></pre>
<p>Błąd OOB w zbiorze testowym wynosi:</p>
<pre class="r"><code>paste(round(OOB_test * 100, digits = 2), "%")</code></pre>
<pre><code>## [1] "1.25 %"</code></pre>
<p>Zatem spośród 495 płodów w stanie normalnym, 490 zostało poprawnie
sklasyfikowanych, natomiast 5 zostało błędnie zaklasyfikowanych jako
podejrzane. Spośród 93 podejrzanych płodów, 90 zostało poprawnie
sklasyfikowanych, a 3 został zaklasyfikowany jako normalne. 50 płodów w
stanie “patologia” płodu zostało dobrze sklasyfikowanych.</p>
<p>Co ważne, zdaje się, że nasz model unika pomyłek w klasyfikowaniu
normalnego płodu jako patologicznego i na odwrót, co jest niezwykle
istotne dla naszych rozważań.</p>
<p>Stwórzmy teraz wykres naszego modelu:</p>
<pre class="r"><code>plot(model)</code></pre>
<p><img src="data:image/png;base64,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" width="672" /></p>
<p>Widzimy, że poziom błędu stabilizuje się wraz z rosnącą liczbą
drzew.</p>
<p>Poniższe wartości prezentują nam to jak ważne są poszczególne
zmienne:</p>
<pre class="r"><code>importance(model)</code></pre>
<pre><code>## MeanDecreaseGini
## LB 7.91023599
## AC 11.24108920
## FM 2.53008613
## UC 6.48548121
## ASTV 31.86330003
## MSTV 30.56698634
## ALTV 26.50571107
## MLTV 7.87516984
## DL 2.86093770
## DS 0.09184962
## DP 12.96061121
## DR 0.00000000
## Width 9.10617231
## Min 7.32929348
## Max 5.90647770
## Nmax 3.48905721
## Nzeros 1.70974044
## Mode 15.76179380
## Mean 20.80557814
## Median 15.07120380
## Variance 9.76161477
## Tendency 1.00308716
## A 10.76161637
## B 1.81738226
## C 0.10557291
## D 0.03125046
## E 20.46162351
## AD 0.44756268
## DE 2.30994393
## LD 32.81445236
## FS 21.07753684
## SUSP 59.88958645
## CLASS 161.06811595</code></pre>
<p>Najważniejszą zmienną jest zmienna CLASS, następnie SUSP. Pozostałe
dość istotne zmienne to: MSTV, LD,ALTV, FS, ASTV, E. Przez określenie
“najważniejsza zmienna” rozumiemy zmienną, która ma największy wpływ na
predykcję zmiennej NSP. Obrazuje to poniższy wykres:</p>
<pre class="r"><code># Variable importance plot
varImpPlot(model, cex=0.5, pt.cex = 1, bg="maroon" )</code></pre>
<p><img 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