Models

This is clustring base model that predict top five destination of pakistan on the put the specific prefernces.
Features
Interactive form with dropdown menus for various travel preferences
Range inputs for distance and coordinates
Real-time value display for range inputs
Destination cluster prediction
Top 5 destination recommendations
User-friendly interface
Input Fields
Interest: Various combinations of interests like Mountains, Wildlife, Adventure, Culture, etc.
Goal: Multiple travel goals including Adventure, Exploration, Photography, Trekking, etc.
Climate: Options like Temperate, Cold, Moderate, Cool, Warm, etc.
Solo/Group: Travel type selection (Solo, Group, or Solo/Group)
Access: Transportation options (Road, Trek, Air, Boat, etc.)
Distance: Range input (10-1500 km)
Latitude: Range input (24-37)
Longitude: Range input (60-78)
Activity: Comprehensive list of activities and their combinations

destination_clustering_model.pkl

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destination_label_encoders.pkl

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destination_scaler.pkl

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+size 1199