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    CSE Developer Blog

    November 2015 - CSE Developer Blog

    Comparing Results Delivered by Logistic Regression and a Neural Network
    Comparing Results Delivered by Logistic Regression and a Neural Network
    November 29, 2015 Nov 29, 2015 11/29/15
    CY Yam
    An examination of whether a more sophisticated learner will always result in better performance in a text-based classifier, and the trade-off between accuracy and training time.

    Comments are closed.0Machine Learning
    Feature Representation for Text Analyses
    Feature Representation for Text Analyses
    November 29, 2015 Nov 29, 2015 11/29/15
    CY Yam
    Investigations that provide insights on how to choose an N-gram feature that maximizes performance of a classifier.

    Comments are closed.0Machine Learning
    Neural Network Performance
    Neural Network Performance
    November 29, 2015 Nov 29, 2015 11/29/15
    CY Yam
    In this code story, we explore how the topology of a deep neural network can affect the performance of a text-based classifier.

    Comments are closed.0Machine Learning
    Emotion Detection and Recognition from Text Using Deep Learning
    Emotion Detection and Recognition from Text Using Deep Learning
    November 29, 2015 Nov 29, 2015 11/29/15
    CY Yam
    Utilising deep learning to detect emotions from short, informal English text.

    Comments are closed.0Machine Learning
    Data preparation: The Balancing Act
    Data preparation: The Balancing Act
    November 29, 2015 Nov 29, 2015 11/29/15
    CY Yam
    In this code story, we consider how data preparation can impact the performance of a classifier, and how that may lead to a refinement of problem statement, i.e. the important question we are asking.

    1Machine Learning
    Reading and Writing to the Windows Registry in-process from Node.js
    Reading and Writing to the Windows Registry in-process from Node.js
    November 9, 2015 Nov 9, 2015 11/9/15
    Anthony Turner
    In this code story, we create an NPM module that enables Node developers to update the Windows Registry and create file associations, as well as show how to use native Windows APIs from Node.js.

    Comments are closed.0DevOps
    Working with Spatial Data in Table Storage
    Working with Spatial Data in Table Storage
    November 2, 2015 Nov 2, 2015 11/2/15
    Beat Schwegler
    Implementing spatial capabilities by mapping entities to unique grid numbers in large-scale cloud-based table storage, like Microsoft Azure Table Storage.

    Comments are closed.0Big Data
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