{"id":4431,"date":"2025-10-27T07:04:00","date_gmt":"2025-10-27T07:04:00","guid":{"rendered":"http:\/\/kristinka-blazeka-blog.from.hr\/?page_id=4431"},"modified":"2025-11-20T08:35:37","modified_gmt":"2025-11-20T08:35:37","slug":"radionicamultistem1","status":"publish","type":"page","link":"http:\/\/kristinka-blazeka-blog.from.hr\/?page_id=4431","title":{"rendered":"RadionicaMultiStem"},"content":{"rendered":"<p><strong><a href=\"https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLScWIbln15J2fD35s2CD1UmDlFZ1n6W6oiOhkBtBV9U3AO7dQw\/viewform?usp=sharing&amp;ouid=100522733365552654910\">Anketa<\/a><\/strong><\/p>\n<hr>\n<h3>Radionica 2<\/h3>\n<p><strong>Prezentacija<\/strong><br \/>\n<strong>Zadaci<\/strong><br \/>\n<strong>Programski kod<\/strong><\/p>\n<p><a href=\"http:\/\/kristinka-blazeka-blog.from.hr\/files\/2025\/11\/Snimka-zaslona-2025-11-18-184227.png\"><img loading=\"lazy\" class=\"alignnone size-medium wp-image-4469\" src=\"http:\/\/kristinka-blazeka-blog.from.hr\/files\/2025\/11\/Snimka-zaslona-2025-11-18-184227-300x169.png\" alt=\"\" width=\"300\" height=\"169\" srcset=\"http:\/\/kristinka-blazeka-blog.from.hr\/files\/2025\/11\/Snimka-zaslona-2025-11-18-184227-300x169.png 300w, http:\/\/kristinka-blazeka-blog.from.hr\/files\/2025\/11\/Snimka-zaslona-2025-11-18-184227-1024x578.png 1024w, http:\/\/kristinka-blazeka-blog.from.hr\/files\/2025\/11\/Snimka-zaslona-2025-11-18-184227-768x433.png 768w, http:\/\/kristinka-blazeka-blog.from.hr\/files\/2025\/11\/Snimka-zaslona-2025-11-18-184227.png 1161w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/a><a href=\"http:\/\/kristinka-blazeka-blog.from.hr\/files\/2025\/11\/Snimka-zaslona-2025-11-18-184339.png\"><img loading=\"lazy\" class=\"alignnone size-medium wp-image-4470\" src=\"http:\/\/kristinka-blazeka-blog.from.hr\/files\/2025\/11\/Snimka-zaslona-2025-11-18-184339-300x169.png\" alt=\"\" width=\"300\" height=\"169\" srcset=\"http:\/\/kristinka-blazeka-blog.from.hr\/files\/2025\/11\/Snimka-zaslona-2025-11-18-184339-300x169.png 300w, http:\/\/kristinka-blazeka-blog.from.hr\/files\/2025\/11\/Snimka-zaslona-2025-11-18-184339-1024x577.png 1024w, http:\/\/kristinka-blazeka-blog.from.hr\/files\/2025\/11\/Snimka-zaslona-2025-11-18-184339-768x432.png 768w, http:\/\/kristinka-blazeka-blog.from.hr\/files\/2025\/11\/Snimka-zaslona-2025-11-18-184339.png 1172w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<hr>\n<h3>Radionica 1<\/h3>\n<p><strong>Prezentacija<\/strong><br \/>\n<strong>Zadaci<\/strong><br \/>\n<strong>Programski kod<\/strong><\/p>\n<p>#include &lt;iostream&gt;<br \/>\n#include &lt;vector&gt;<br \/>\n#include &lt;cmath&gt;&nbsp;&nbsp;&nbsp;&nbsp; \/\/ za sqrt()<br \/>\n#include &lt;iomanip&gt;&nbsp;&nbsp; \/\/ za setprecision<br \/>\nusing namespace std;<\/p>\n<p>\/\/ funkcija za izra\u010dun TP, TN, FP, FN<\/p>\n<p>void confusionMatrix(const vector&lt;int&gt;&amp; A, const vector&lt;int&gt;&amp; B, int&amp; TP, int&amp; TN, int&amp; FP, int&amp; FN) {<br \/>\n&nbsp;&nbsp;&nbsp; TP = TN = FP = FN = 0;<br \/>\n&nbsp;&nbsp;&nbsp; for (size_t i = 0; i &lt; A.size(); ++i) {<br \/>\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; if (A[i] == &nbsp;____ &amp;&amp; B[i] == ____) TP++;<br \/>\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; else if (A[i] == _____ &amp;&amp; B[i] == ____) TN++;<br \/>\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; else if (A[i] == _____ &amp;&amp; B[i] == ____) FP++;<br \/>\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; else if (A[i] == _____ &amp;&amp; B[i] == ____) FN++;<br \/>\n&nbsp;&nbsp;&nbsp; }<br \/>\n}<\/p>\n<p>\/\/ izra\u010dun Jaccard Indexa<br \/>\ndouble jaccardIndex(int TP, int FP, int FN) {<br \/>\n&nbsp;&nbsp;&nbsp; int denom = _________________;<br \/>\n&nbsp;&nbsp;&nbsp; if (denom == 0) return 0.0;<br \/>\n&nbsp;&nbsp;&nbsp; return static_cast&lt;double&gt;(_________) \/ denom;<br \/>\n}<\/p>\n<p>\/\/ izra\u010dun Matthews Correlation Coefficienta (MCC)<br \/>\ndouble mccIndex(int TP, int TN, int FP, int FN) {<br \/>\n&nbsp;&nbsp;&nbsp; double numerator = ________________________;<br \/>\n&nbsp;&nbsp;&nbsp; double denominator = ________________________________;<br \/>\n&nbsp;&nbsp;&nbsp; if (denominator == 0) return 0.0;<br \/>\n&nbsp;&nbsp;&nbsp; return ______________________________;<br \/>\n}<\/p>\n<p>int main() {<br \/>\n&nbsp;&nbsp;&nbsp; int n;<br \/>\n&nbsp;&nbsp;&nbsp; cout &lt;&lt; &#8220;Unesi broj svojstava (bitova u otisku): &#8220;; cin &gt;&gt; n;<br \/>\n&nbsp;<br \/>\n&nbsp;&nbsp;&nbsp; vector&lt;int&gt; A(____), B(_____);<br \/>\n&nbsp;&nbsp;&nbsp; cout &lt;&lt; &#8220;Unesi otisak A (0\/1 vrijednosti): &#8220;;<br \/>\n&nbsp;&nbsp;&nbsp; for (int i = 0; i &lt; ___; ++i) cin &gt;&gt; A[____];<br \/>\n&nbsp;&nbsp;&nbsp; cout &lt;&lt; &#8220;Unesi otisak B (0\/1 vrijednosti): &#8220;;<br \/>\n&nbsp;&nbsp;&nbsp; for (int i = 0; i &lt; ___; ++i) cin &gt;&gt; B[____];<br \/>\n&nbsp;<br \/>\n&nbsp;&nbsp;&nbsp; int TP, TN, FP, FN;<br \/>\n&nbsp;&nbsp;&nbsp; confusionMatrix(A, B, TP, TN, FP, FN);<br \/>\n&nbsp;<br \/>\n&nbsp;&nbsp;&nbsp; double jaccard = jaccardIndex(TP, FP, FN);<br \/>\n&nbsp;&nbsp;&nbsp; double mcc = mccIndex(TP, TN, FP, FN);<br \/>\n&nbsp;<br \/>\n&nbsp;&nbsp;&nbsp; cout &lt;&lt; fixed &lt;&lt; setprecision(4);<br \/>\n&nbsp;&nbsp;&nbsp; cout &lt;&lt; &#8220;\\nRezultati:\\n&#8221;;<br \/>\n&nbsp;&nbsp;&nbsp; cout &lt;&lt; &#8220;TP = &#8221; &lt;&lt; ____ &lt;&lt; &#8220;, TN = &#8221; &lt;&lt; ____<br \/>\n&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &lt;&lt; &#8220;, FP = &#8221; &lt;&lt; ____ &lt;&lt; &#8220;, FN = &#8221; &lt;&lt; _____&lt;&lt; endl;<br \/>\n&nbsp;&nbsp;&nbsp; cout &lt;&lt; &#8220;Jaccard (Tanimoto) Index = &#8221; &lt;&lt; ________&lt;&lt; endl;<br \/>\n&nbsp;&nbsp;&nbsp; cout &lt;&lt; &#8220;Matthews Correlation Coefficient = &#8221; &lt;&lt; _____ &lt;&lt; endl;<br \/>\n&nbsp;&nbsp;&nbsp; return 0;<br \/>\n}<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anketa Radionica 2 Prezentacija Zadaci Programski kod Radionica 1 Prezentacija Zadaci Programski kod #include &lt;iostream&gt; #include &lt;vector&gt; #include &lt;cmath&gt;&nbsp;&nbsp;&nbsp;&nbsp; \/\/ za sqrt() #include &lt;iomanip&gt;&nbsp;&nbsp; \/\/ za setprecision using namespace std; \/\/ funkcija za izra\u010dun TP, TN, FP, FN void confusionMatrix(const vector&lt;int&gt;&amp; A, const vector&lt;int&gt;&amp; B, int&amp; TP, int&amp; TN, int&amp; FP, int&amp; FN) { &nbsp;&nbsp;&nbsp; &hellip; <a href=\"http:\/\/kristinka-blazeka-blog.from.hr\/?page_id=4431\" class=\"more-link\">Nastavi \u010ditati <span class=\"screen-reader-text\">RadionicaMultiStem<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1263,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"ngg_post_thumbnail":0},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v17.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/kristinka-blazeka-blog.from.hr\/?page_id=4431\" \/>\n<meta property=\"og:locale\" content=\"hr_HR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"RadionicaMultiStem - learning creative&amp;openminded\" \/>\n<meta property=\"og:description\" content=\"Anketa Radionica 2 Prezentacija Zadaci Programski kod Radionica 1 Prezentacija Zadaci Programski kod #include &lt;iostream&gt; 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