Essays about: "adaboost"
Showing result 1 - 5 of 43 essays containing the word adaboost.
-
1. Detecting early-stage Alzheimer’s disease with Machine Learning algorithms
University essay from Umeå universitet/Institutionen för datavetenskapAbstract : Alzheimer’s disease (AD) accounts for the majority of all cases of dementia and can be characterized as a disease that causes a progressive decline of cognitive functions. Detecting the disease at it’s earliest stage is important as medical treatments can be more effective if they can be applied before the disease has caused irreparable brain damage. READ MORE
-
2. CUSTOMER CHURN PREDICTION MODEL IN TELECOMMUNICATION SECTOR USING MACHINELEARNING TECHNIQUE
University essay from Uppsala universitet/Statistiska institutionenAbstract : Customer churn is a critical problem faced by telecom companies, leading to lost revenue and increased marketing costs. In the highly competitive telecommunication sector, customer retention is essential for success. It costs five to seven times more toacquire a new customer than it does to retain an existing one. READ MORE
-
3. Predicting the Options Expiration Effect Using Machine Learning Models Trained With Gamma Exposure Data
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The option expiration effect is a well-studied phenome, however, few studies have implemented machine learning models to predict the effect on the underlying stock market due to options expiration. In this paper four machine learning models, SVM, random forest, AdaBoost, and LSTM, are evaluated on their ability to predict whether the underlying index rises or not on the day of option expiration. READ MORE
-
4. Forecast-based AI Decisions for Winter Road Maintenance
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : In countries with freezing temperatures, proper road maintenance is an important intervention to reduce traffic accidents and fatalities and improves road passability. While de-icing using road salt can be an effective intervention, it may also lead to harmful side effects such as damage to vehicles, groundwater contamination and plant stress. READ MORE
-
5. Feasibility Study of Implementation of Machine Learning Models on Card Transactions
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Several studies have been conducted within machine learning, and various variations have been applied to a wide spectrum of other fields. However, a thorough feasibility study within the payment processing industry using machine learning classifier algorithms is yet to be explored. READ MORE
