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DSC723_​Customer Response Prediction NURHUDA NATASYA AZHAN 2026135975

Data Understanding

The part where the data need to be understand based on the business.

Correlation between Attributes

Exploratory Data Analysis (EDA)

Data Preparation

This is the part where the cleaning and transforming data will happened

Model Comparison

Decision Tree

Naives Bayes

Random Forest

Deployment using Gradient Boosted Tree Model

CSV Reader
Data Explorer
Decision Tree Predictor
Linear Correlation
Category to Number
Correlation Filter
Box Plot
GroupBy
Response: 14572No Response: 14572
Pie Chart
Response: 18215No Response: 18215
Pie Chart
Scorer
Equal Size Sampling
Gradient Boosted Trees Learner
Scorer
Duplicate Row Filter
Random Forest Learner
Gradient Boosted Trees Predictor
Random Forest Predictor
Gradient Boosted Trees Predictor
Bar Chart
CSV Reader
Equal Size Sampling
Gradient Boosted Trees Learner
Scorer
Bar Chart
Pie Chart
Duplicate Row Filter
Customer Response Dashboard
Pivot
GroupBy
Scorer
GroupBy
Missing Value
Bar Chart
Column Filter
Table Partitioner
Decision Tree Learner
Missing Value
Column Filter

Nodes

Extensions

  • No modules found

Links