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franipendus committed Jun 5, 2024
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Expand Up @@ -69,7 +69,7 @@ When creating the machine learning models, the first issue we encountered was th
In addition, when we ran the model the first time, it predicted a very large negative number for the hotel's cost. After playing around with the features, we figured out that we were using too many features and potentially overfitting the model. After thinking more about which features would make sense to predict price, we were able to get the model to predict a more reasonable estimate.

## API routes:
Travelers' routes:
### Travelers' routes:
* /travelers/trips/<traveler_id>
* gets the trips of a specific traveler
* /travelers/trips
Expand All @@ -85,7 +85,7 @@ Travelers' routes:
* ![](d3t3.png)
* ![](d3t4.png)

Advertisers' routes:
### Advertisers' routes:
* /advertisers/adinfo/<advertiser_id>
* gets all ads posted by a specific advertiser
* /advertisers/adinfospecific/<ad_id>
Expand Down Expand Up @@ -118,7 +118,7 @@ Deal Administrators' routes:
* ![](d3d3.png)
* ![](d3d4.png)

ML Model Routes:
* /model/1/<v1>/<v2>/<v3>/<v4>/<v5>
### ML Model Routes:
* /model/1/<v1/v2/v3/v4/v5>
* predicts hotel price
* ![](d3t5.png)

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