Kalolytic

Used Car Price Prediction

Sandeep Ranjan

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Sandeep Ranjan Project Manager
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Model Name

Model Description

Select Algorithm

Linear Regression Decision Trees Extreme Gradient Boosting

Tuning Details

Metrics to be Optimized

Select Datasets

Input Datasets

Partioning Data

Percentage of Validation

Feature Selection

Select Variable Auto
Manual

Manual Feature Selection

Kilometers_Driven
Fuel_Type
Transmission
Owner_Type
Mileage
Engine
Power
Seats
Price

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Auto Feature Selection

Feature Importance
Remove Multicollinearity
Principal Component Analysis
Ignore Low Variance

Submit

Target Variable

Sampling

Percentage of Training Data

Percentage of Test Data

Validation Method

Validation Method

No of Fold

Missing Estimation

Fill Missing Values

Convert Categorical

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