Merge pull request #92 from mailgun/obukhov-sergey-kuntzcamera
Update README.rst
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README.rst
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README.rst
@@ -95,7 +95,7 @@ classifiers. The core of machine learning algorithm lays in
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apply to a message (``featurespace.py``), how data sets are built
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apply to a message (``featurespace.py``), how data sets are built
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(``dataset.py``), classifier’s interface (``classifier.py``).
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(``dataset.py``), classifier’s interface (``classifier.py``).
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The data used for training is taken from our personal email
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Currently the data used for training is taken from our personal email
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conversations and from `ENRON`_ dataset. As a result of applying our set
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conversations and from `ENRON`_ dataset. As a result of applying our set
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of features to the dataset we provide files ``classifier`` and
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of features to the dataset we provide files ``classifier`` and
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``train.data`` that don’t have any personal information but could be
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``train.data`` that don’t have any personal information but could be
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@@ -116,8 +116,18 @@ or
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from talon.signature.learning.classifier import train, init
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from talon.signature.learning.classifier import train, init
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train(init(), EXTRACTOR_DATA, EXTRACTOR_FILENAME)
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train(init(), EXTRACTOR_DATA, EXTRACTOR_FILENAME)
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Open-source Dataset
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-------------------------
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Recently we started a `kuntzcamera`_ project to create an open-source, annotated dataset of raw emails. In the project we
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used a subset of `ENRON`_ data, cleansed of private, health and financial information by `EDRM`_. At the moment over 190
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emails are annotated. Any contribution and collaboration on the project are welcome. Once the dataset is ready we plan to
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start using it for talon.
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.. _scikit-learn: http://scikit-learn.org
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.. _scikit-learn: http://scikit-learn.org
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.. _ENRON: https://www.cs.cmu.edu/~enron/
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.. _ENRON: https://www.cs.cmu.edu/~enron/
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.. _EDRM: http://www.edrm.net/resources/data-sets/edrm-enron-email-data-set
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.. _kuntzcamera: https://github.com/mailgun/kuntzcamera
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Research
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Research
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--------
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--------
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