Cuisine Prediction based on Ingredients using Tree Boosting Algorithms
نویسندگان
چکیده
منابع مشابه
CSE 255 Assignment 2 Cuisine Prediction/Classification based on ingredients
In this paper, we consider different strategies for identifying the cuisine, given its ingredients. This project aims to explore what combination of ingredients is helpful in identifying a cuisine if the recipe is not given. This has been tackled as a problem of cuisine classification. We also explore different classification algorithms in tandem with approaches like taking combination of multi...
متن کاملCuisine Classification from Ingredients
In this report, the team aimed to classify 20 types of cuisines by analyzing the ingredient lists. The team approached this problem by building several feature sets and trained them with different classification algorithms. The result shows that the logistic regression is able to achieve the highest performance with an accuracy of 78.4%. The error distribution of each class is analyzed for furt...
متن کاملDetermining the Type of Cuisine based off a food’s ingredients
For assignment 2, I decided to analyze one of the datasets provided by Yummly for a Kaggle competition. The dataset provided 39k training points and 10k test set. The goal of this project is to see if we can predict the type of cuisine the food is based solely off its ingredients.
متن کاملEarly Prediction of Gestational Diabetes Using Decision Tree and Artificial Neural Network Algorithms
Introduction: Gestational diabetes is associated with many short-term and long-term complications in mothers and newborns; hence, the detection of its risk factors can contribute to the timely diagnosis and prevention of relevant complications. The present study aimed to design and compare Gestational diabetes mellitus (GDM) prediction models using artificial intelligence algorithms. Materials ...
متن کاملPrediction of daily precipitation of Sardasht Station using lazy algorithms and tree models
Due to the heterogeneous distribution of precipitation, predicting its occurrence is one of the primary and basic solutions to prevent possible disasters and damages caused by them. Considering the high amount of precipitation in Sardasht County, the people of this city turning to agriculture in recent years and not using classification models in the studied station, it is necessary to predict ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Indian Journal of Science and Technology
سال: 2016
ISSN: 0974-5645,0974-6846
DOI: 10.17485/ijst/2016/v9i45/106484