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Simple text classifier written in Julia for final project of Text Mining Course in Fakultas Ilmu Komputer Universitas Brawijaya.

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Simple text classifier written in Julia for final project of Text Mining Course in Fakultas Ilmu Komputer Universitas Brawijaya.

How to Use

  1. Run src/testclassification.jl
  2. Input your directory of data train and data test.

Example of directory structure.

├── Data latih
│   ├── class1
│   │   └── *.txt
│   ├── class2
│   │   └── *.txt
│   ├── class3
│   │   └── *.txt
│   └── class*
│       └── *.txt
└── Data uji
    ├── class1
    │   └── *.txt
    ├── class2
    │   └── *.txt
    ├── class3
    │   └── *.txt
    └─── class*
        └── *.txt

List of Features

  • Naive-bayes with Laplace smoothing
  • Rocchio
  • KNN

Known Bugs

  • Inconsistent char index when data contains character besides UTF-8

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Simple text classifier written in Julia for final project of Text Mining Course in Fakultas Ilmu Komputer Universitas Brawijaya.

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