Sökning: "Ping Yan"
Hittade 1 uppsats innehållade orden Ping Yan.
1. Anomaly Detection in Categorical Data with Interpretable Machine Learning : A random forest approach to classify imbalanced data
Kandidat-uppsats, Linköpings universitet/Statistik och maskininlärningSammanfattning : Metadata refers to "data about data", which contains information needed to understand theprocess of data collection. In this thesis, we investigate if metadata features can be usedto detect broken data and how a tree-based interpretable machine learning algorithm canbe used for an effective classification. The goal of this thesis is two-fold. LÄS MER
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