{
  "part": 12,
  "author": "Michal Haindl",
  "sourceYear": "2023–2024",
  "sourceURL": "https://courses.fit.cvut.cz/NI-ROZ/media/23PR12.pdf",
  "sourceSha256": "3732ac79340a9b14f17e3a8d57edab26ce5ef9cf79d9da05c66fe06e25d99352",
  "pdfPages": 15,
  "format": "native-html-concepts-v1",
  "sourcePanels": 58,
  "editorialPolicy": "Czech thematic rewrite, not a verbatim transcription. Reveal sequences merged; new selectable HTML/MathML and semantic diagrams. Historical examples labeled. Detailed experiment tables remain in linked unchanged PDF. No source slide render in either edition.",
  "mapping": [
    {
      "htmlSlide": 1,
      "title": "SVM a kombinování klasifikátorů",
      "sourcePanels": [
        1,
        2
      ],
      "pdfPages": [
        1
      ]
    },
    {
      "htmlSlide": 2,
      "title": "Proč maximalizovat okraj",
      "sourcePanels": [
        3,
        4,
        5,
        6,
        7,
        8,
        9,
        10,
        11,
        12,
        13
      ],
      "pdfPages": [
        1,
        2,
        3,
        4
      ]
    },
    {
      "htmlSlide": 3,
      "title": "Nadrovina a geometrická vzdálenost",
      "sourcePanels": [
        14,
        15,
        16
      ],
      "pdfPages": [
        4
      ]
    },
    {
      "htmlSlide": 4,
      "title": "Primal: tvrdý okraj",
      "sourcePanels": [
        17,
        18
      ],
      "pdfPages": [
        5
      ]
    },
    {
      "htmlSlide": 5,
      "title": "Lagrangeovy multiplikátory a duál",
      "sourcePanels": [
        19,
        20,
        21,
        22
      ],
      "pdfPages": [
        5,
        6
      ]
    },
    {
      "htmlSlide": 6,
      "title": "Co zaručuje konvexita",
      "sourcePanels": [
        23,
        24,
        25,
        26
      ],
      "pdfPages": [
        6,
        7
      ]
    },
    {
      "htmlSlide": 7,
      "title": "Měkký okraj a proměnné ξ",
      "sourcePanels": [
        27,
        28,
        29,
        30
      ],
      "pdfPages": [
        7,
        8
      ]
    },
    {
      "htmlSlide": 8,
      "title": "Měkký okraj v duálu",
      "sourcePanels": [
        31,
        32,
        33,
        34,
        35
      ],
      "pdfPages": [
        8,
        9
      ]
    },
    {
      "htmlSlide": 9,
      "title": "Více než dvě třídy",
      "sourcePanels": [
        36,
        37,
        38,
        39
      ],
      "pdfPages": [
        9,
        10
      ]
    },
    {
      "htmlSlide": 10,
      "title": "Jádrový trik",
      "sourcePanels": [
        40,
        41,
        42,
        43,
        44,
        45
      ],
      "pdfPages": [
        10,
        11,
        12
      ]
    },
    {
      "htmlSlide": 11,
      "title": "Výběr jádra a regularizace",
      "sourcePanels": [
        46,
        47,
        48,
        49,
        50
      ],
      "pdfPages": [
        12,
        13
      ]
    },
    {
      "htmlSlide": 12,
      "title": "Co jednotlivé klasifikátory vracejí",
      "sourcePanels": [
        51,
        52,
        53
      ],
      "pdfPages": [
        13,
        14
      ]
    },
    {
      "htmlSlide": 13,
      "title": "Hlasování a Borda",
      "sourcePanels": [
        54,
        55,
        56,
        57
      ],
      "pdfPages": [
        14,
        15
      ]
    },
    {
      "htmlSlide": 14,
      "title": "Kombinace skóre",
      "sourcePanels": [
        58
      ],
      "pdfPages": [
        15
      ]
    }
  ],
  "webEditions": {
    "index.html": {
      "slides": 18,
      "nativeConcepts": 14,
      "sourceRenders": 0
    },
    "commented.html": {
      "slides": 22,
      "nativeConcepts": 14,
      "sourceRenders": 0
    }
  }
}
