Data Mining Center IT Telkom

Clementine Tutorial

Tim Asisten

CS4333 Data Mining

Data Mining Center IT Telkom

Introduction

• Clementine : Tool komersial untuk data mining dari SPSS

• Edisi :– Clementine Client– Clementine Server– Clementine Batch

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Clementine vs WEKA

• Keunggulan :– Cocok untuk analisis data dalam jumlah besar– Kemampuan prediksi secara langsung– Hasil proses/model dapat disimpan – Support tipe data Continous

• Kekurangan :– Algoritma lebih sedikit– Proses lebih rumit (berbasis node)– Komersial & bukan tool Open-Source

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GUI

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Operasi-operasi

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Operasi-operasi (con’t)

KLASIFIKASI KLASTERISASI ASSOSIASI FEATURE SELECTION REGRESI

TEXT MINING

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Buka & Display File

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Buka & Display File (Con’t)

Visualization

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Preprocessing

• Record

• Field– Manual– Algoritma

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• Record

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• Record result (1 in 50)

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• Field

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• Field Result (Filter K)

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• Field by Algorithm

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• Result : Field Preprocessing by Algorithm

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Model Building

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Hasil

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Testing

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Prediksi

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Hasil Prediksi

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Terima KasihTim Asisten

CS4333 Data Mining