Essays about: "classi- fication"

Found 2 essays containing the words classi- fication.

1. 1. An investigation of categorical variable encoding techniques in machine learning: binary versus one-hot and feature hashing

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Cedric Seger; [2018]
   Keywords : categorical features; feature hashing; binary encoding; classi- fication; kategoriska variabler; feature hashing; binär kodning; klassi- ficering;

   Abstract : Machine learning methods can be used for solving important binary classification tasks in domains such as display advertising and recommender systems. In many of these domains categorical features are common and often of high cardinality. READ MORE

3. 2. Evaluating a deep convolutional neural network for classification of skin cancer

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Joakim Boman; Alexander Volminger; [2018]
   Keywords : ;

   Abstract : Computer-aided diagnosis (CAD) has become an important part of themedical field. Skin cancer is a common and deadly disease that a CADsystem could potentially detect. It is clearly visible on the skin andtherefore only images of skin lesions could be used in order to pro-vide a diagnosis. READ MORE