{
      "institution": "Universitas AMIKOM Yogyakarta",
      "status_changed": "2026-07-01 06:47:30",
      "eprintid": 31860,
      "subjects": [
        "000.000.000A"
      ],
      "thesis_name": "skripsi",
      "datestamp": "2026-07-01 06:47:30",
      "corp_creators": [
        "Universitas AMIKOM Yogyakarta"
      ],
      "contributors": [
        {
          "name": {
            "honourific": null,
            "family": "Koprawi",
            "given": "Muhammad",
            "lineage": null
          }
        }
      ],
      "divisions": [
        "tk"
      ],
      "full_text_status": "restricted",
      "dir": "disk0\/00\/03\/18\/60",
      "documents": [
          {
            "docid": 320006,
            "placement": 1,
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/320006",
            "language": "id",
            "files": [
                {
                  "mime_type": "application\/pdf",
                  "mtime": "2026-07-01 06:43:48",
                  "hash": "1dadfc2f62af54328aaa52da29eb602c",
                  "datasetid": "document",
                  "filename": "COVER.pdf",
                  "hash_type": "MD5",
                  "fileid": 1132827,
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1132827",
                  "objectid": 320006,
                  "filesize": 509674
                }
            ],
            "security": "public",
            "formatdesc": "COVER-ABSTRAK",
            "content": "published",
            "format": "text",
            "main": "COVER.pdf",
            "rev_number": 2,
            "pos": 1,
            "eprintid": 31860,
            "mime_type": "application\/pdf"
          },
          {
            "formatdesc": "ISI",
            "content": "published",
            "main": "ISI.pdf",
            "format": "text",
            "rev_number": 2,
            "mime_type": "application\/pdf",
            "pos": 2,
            "eprintid": 31860,
            "docid": 320007,
            "placement": 2,
            "language": "id",
            "files": [
                {
                  "filesize": 2611298,
                  "objectid": 320007,
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1132829",
                  "fileid": 1132829,
                  "filename": "ISI.pdf",
                  "hash_type": "MD5",
                  "hash": "f534696cf66d372223c5208909938d52",
                  "datasetid": "document",
                  "mime_type": "application\/pdf",
                  "mtime": "2026-07-01 06:43:53"
                }
            ],
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/320007",
            "security": "validuser"
          },
          {
            "eprintid": 31860,
            "pos": 3,
            "mime_type": "application\/zip",
            "format": "archive",
            "main": "Sourcecode - 22.83.0788.zip",
            "rev_number": 2,
            "content": "published",
            "formatdesc": "SOURCE CODE",
            "security": "staffonly",
            "uri": "http:\/\/eprints.amikom.ac.id\/id\/document\/320008",
            "language": "id",
            "files": [
                {
                  "hash_type": "MD5",
                  "filename": "Sourcecode - 22.83.0788.zip",
                  "datasetid": "document",
                  "hash": "70215553ad5e1098bbded4ef40141095",
                  "mime_type": "application\/zip",
                  "mtime": "2026-07-01 06:43:57",
                  "filesize": 7769584,
                  "objectid": 320008,
                  "uri": "http:\/\/eprints.amikom.ac.id\/id\/file\/1132831",
                  "fileid": 1132831
                }
            ],
            "placement": 3,
            "docid": 320008
          }
      ],
      "title": "MENGOPTIMALKAN DETEKSI SPAM EMAIL MELALUI PENANGANAN \r\n KETIDAKSEIMBANGAN KELAS DENGAN BOBOT KELAS DAN  \r\nHYPERPARAMETER MENGGUNAKAN GRIDSEARCHCV",
      "rev_number": 9,
      "lastmod": "2026-07-01 06:47:30",
      "ispublished": "pub",
      "eprint_status": "archive",
      "thesis_type": "bachelor",
      "type": "thesis",
      "userid": 12,
      "creators": [
        {
          "nim": "22.83.0788",
          "name": {
            "family": "Nursyam",
            "honourific": null,
            "given": "Muhammad Ridho",
            "lineage": null
          }
        }
      ],
      "uri": "http:\/\/eprints.amikom.ac.id\/id\/eprint\/31860",
      "date": "2026-02-24",
      "date_type": "published",
      "keywords": "Deteksi Spam, Pembelajaran Mesin, Ketidakseimbangan Kelas,\r\nGridSearchCV, Spam Email, Spam Detection, Machine Learning, Class Imbalance.",
      "department": "Fakultas Ilmu Komputer",
      "metadata_visibility": "show"
    }