Sökning: "Hannes Kindbom"
Hittade 3 uppsatser innehållade orden Hannes Kindbom.
1. Investigating the Attribution Quality of LSTM with Attention and SHAP : Going Beyond Predictive Performance
Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)Sammanfattning : Estimating each marketing channel’s impact on conversion can help advertisers develop strategies and spend their marketing budgets optimally. This problem is often referred to as attribution modelling, and it is gaining increasing attention in both the industry and academia as access to online tracking data improves. LÄS MER
2. Insights on Creating a Growth Machine Using Attribution Modelling
Master-uppsats, KTH/Optimeringslära och systemteoriSammanfattning : Given access to detailed tracking data, the problem of attribution modelling has recently gained attention in both academia and the industry. Being able to determine the influence of each marketing channel in driving conversions can help advertisers to allocate their marketing budgets accordingly and ultimately increase their customer base and achieve a higher Return On Investment (ROI). LÄS MER
3. LSTM vs Random Forest for Binary Classification of Insurance Related Text
Kandidat-uppsats, KTH/Matematisk statistikSammanfattning : The field of natural language processing has received increased attention lately, but less focus is put on comparing models, which differ in complexity. This thesis compares Random Forest to LSTM, for the task of classifying a message as question or non-question. LÄS MER