Essays about: "AUPRC"
Found 3 essays containing the word AUPRC.
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1. Exploring Alarm Data for Improved Return Prediction in Radios : A Study on Imbalanced Data Classification
University essay from Uppsala universitet/Matematiska institutionenAbstract : The global tech company Ericsson has been tracking the return rate of their products for over 30 years, using it as a key performance indicator (KPI). These KPIs play a critical role in making sound business decisions, identifying areas for improvement, and planning. READ MORE
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2. Exploring DeepSEA CNN and DNABERT for Regulatory Feature Prediction of Non-coding DNA
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Prediction and understanding of the regulatory effects of non-coding DNA is an extensive research area in genomics. Convolutional neural networks have been used with success in the past to predict regulatory features, making chromatin feature predictions based solely on non-coding DNA sequences. READ MORE
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3. Evaluation of machine learning methods for anomaly detection in combined heat and power plant
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : In the hope to increase the detection rate of faults in combined heat and power plant boilers thus lowering unplanned maintenance three machine learning models are constructed and evaluated. The algorithms; k-Nearest Neighbor, One-Class Support Vector Machine, and Auto-encoder have a proven track record in research for anomaly detection, but are relatively unexplored for industrial applications such as this one due to the difficulty in collecting non-artificial labeled data in the field. READ MORE