Essays about: "multiclass target"
Found 3 essays containing the words multiclass target.
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1. Minimizing the expected opportunity loss by optimizing the ordering of shipping methods in e-Commerce using Machine Learning
University essay from KTH/Matematik (Avd.)Abstract : The shopping industry is rapidly changing as the technology is advancing. This is especially true for the online industry where consumers are nowadays able to to shop much of what the need over the internet. READ MORE
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2. APPLICATIONS OF DEEP LEARNING IN TEXT CLASSIFICATION FOR HIGHLY MULTICLASS DATA
University essay from Uppsala universitet/Statistiska institutionenAbstract : Text classification using deep learning is rarely applied to tasks with more than ten target classes. This thesis investigates if deep learning can be successfully applied to a task with over 1000 target classes. A pretrained Long Short-Term Memory language model is fine-tuned and used as a base for the classifier. READ MORE
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3. Multiclass Cross-selling Model for Savings and Investments Using Gradient Boosting
University essay from Lunds universitet/Matematik LTHAbstract : Danske Bank has for several years modeled customer purchase behavior on category level (e.g. savings or investments). This thesis is a first attempt at predicting (first time) customer purchase behavior on product level. READ MORE