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Data mining uses many techniques from diverse disciplines. Let’s master Data Mining terms and techniques.
Data mining uses many techniques from diverse disciplines. Let’s master Data Mining terms and techniques.
There are four major pre-processing tasks:
Data mining menggunakan banyak teknik dari beragam disiplin ilmu. Mari menguasai istilah dan teknik Data Mining.
Ada empat tugas pra-pemrosesan utama:
1. Pembersihan, yang menghilangkan outlier, menghaluskan suara, memperbaiki ketidakkonsistenan dan mengatasi redudansi.
2. Integrasi data, yang melakukan integrasi skema, mengintegrasikan metadata dari berbagai sumber, mengidentifikasi entitas, dan mendeteksi dan menyelesaikan konflik nilai data
3. Transformasi Data, yang melakukan smoothing data, agregasi, generalisasi dan normalisasi
4. Dimensionalitas reduksi, yang melakukan agregasi, pengurangan dimensi dengan menghilangkan beberapa fitur, pengurangan numerositas, kompresi data, dan discretization.
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