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Open Source Escapades | Adventures in the open source world of R, Python, Java, Elasticsearch, MySQL, MongoDB, Solr, Perl, PHP and Bash/Shell

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Context analysis of openjems.com

Number of letters on this page:

1 893

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376

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614

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Images

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Image source: /wp-content/uploads/2017/01/feat_imp-300x152.png
Alternative text: Feature importance plot
Image source: /wp-content/uploads/2016/11/Fig3.7-300x300.jpg
Alternative text: fig3-7
Image source: /wp-content/uploads/2016/08/MiniBostonPairs-300x239.jpeg
Alternative text: MiniBostonPairs
Image source: /wp-content/uploads/2016/08/BostonGgplot-1-300x239.jpeg
Alternative text: BostonGgplot
Image source: /wp-content/uploads/2016/08/gym-300x152.jpeg
Alternative text: gbm
Image source: /wp-content/uploads/2016/08/varImp-300x152.jpeg
Alternative text: varImp
Image source: /wp-content/uploads/2015/02/heidisql_autocomplete.jpg
Alternative text: HeidiSQL Auto Suggest
Image source: /wp-content/ql-cache/quicklatex.com-c2e6ccf01e71327b5db7d57d8416844d_l3.png
Alternative text: \boxed{\mathrm{s}(q,d) = \Big( \, \sum\limits_{t \, \in \, q} \, \mathrm{tf}(t \, \in \, d) \, \mathrm{idf}^2(t) \, t\mathrm{.getBoost}(\,) \, \mathrm{norm}(t,d) \, \Big) \, \mathrm{coord}(q,d) \, \mathrm{queryNorm}(q)}
Image source: /wp-content/ql-cache/quicklatex.com-14688147c0c5d66856dbb24153183e25_l3.png
Alternative text: \mathrm{tf}(t \, \in \, d)
Image source: /wp-content/ql-cache/quicklatex.com-1584c83912f4c7e1de20eeb5dbedf2b5_l3.png
Alternative text: \begin{gather*} \mathrm{tf}(\mathrm{cricket} \, \in \, \mathrm{doc} \, 1856209) = \sqrt2 = 1.4142135. \end{gather*}
Image source: /wp-content/ql-cache/quicklatex.com-9083ef184feb62214a805d75f4adbb63_l3.png
Alternative text: \mathrm{idf}(t)
Image source: /wp-content/ql-cache/quicklatex.com-63d9c437ed8e28cec7ef160e81dd5c8a_l3.png
Alternative text: \begin{gather*} \mathrm{idf}(t) = 1 + \mathrm{log}_e \Big( \frac{\mathrm{numDocs}}{1 \, + \, \mathrm{df}(t)} \Big) \end{gather*}
Image source: /wp-content/ql-cache/quicklatex.com-652af288ea37b3e50a9615829ce83652_l3.png
Alternative text: t\mathrm{.getBoost}(\,)
Image source: /wp-content/ql-cache/quicklatex.com-ddc3f733127b3559af6a80fea5da37b1_l3.png
Alternative text: \mathrm{norm}(t,d)
Image source: /wp-content/ql-cache/quicklatex.com-175b4ee0b5264f110eadd011ba25b635_l3.png
Alternative text: \begin{gather*} \mathrm{norm}(f, d) = d.\mathrm{getBoost()} \times f.\mathrm{getBoost()} \times \mathrm{lengthNorm}(f) \end{gather*}
Image source: /wp-content/ql-cache/quicklatex.com-0e6978d0bc0d33d5dd11ef3754952fb0_l3.png
Alternative text: d.\mathrm{getBoost()}
Image source: /wp-content/ql-cache/quicklatex.com-dd5ca46f1fcb5a65aa56daf551dedda5_l3.png
Alternative text: f.\mathrm{getBoost()}
Image source: /wp-content/ql-cache/quicklatex.com-8e1f81e81efa8354b7a2498c3e4a6052_l3.png
Alternative text: \mathrm{lengthNorm}(f)
Image source: /wp-content/ql-cache/quicklatex.com-dd9429bc116b0bc82238cf48b973ad97_l3.png
Alternative text: 1/\sqrt{13} = 0.27735
Image source: /wp-content/ql-cache/quicklatex.com-11cfa9ddbe518943e68bbec95fa8d0ba_l3.png
Alternative text: \mathrm{coord}(q,d)
Image source: /wp-content/ql-cache/quicklatex.com-41b8adcd03960fdeaca50da3f74e130d_l3.png
Alternative text: \mathrm{queryNorm}(q)}
Image source: /wp-content/ql-cache/quicklatex.com-b9aef6bc316000c636b57b293abd491f_l3.png
Alternative text: \begin{gather*} \mathrm{queryNorm}(q) = \frac{1}{\sqrt{\mathrm{sumOfSquaredWeights}}} \end{gather*}
Image source: /wp-content/ql-cache/quicklatex.com-f3d96ffac77b05868d3d7a0633089712_l3.png
Alternative text: \begin{gather*} \mathrm{sumOfSquaredWeights} = \big( q.\mathrm{getBoost}(\,) \big)^2 \, \sum\limits_{t \, \in \, q} \big( \mathrm{idf}(t) \times t.\mathrm{getBoost}(\,) \big)^2 \end{gather*}
Image source: /wp-content/ql-cache/quicklatex.com-ccc5913594254f3e6c912405becdd6c3_l3.png
Alternative text: \begin{align*} \mathrm{sumOfSquaredWeights} &= \sum\limits_{t \, \in \, q} \big( \mathrm{idf}(t) \big)^2 \\ &= (7.8513765^2 + 9.138041^2) \\ &= 145.1479 \end{align*}
Image source: /wp-content/ql-cache/quicklatex.com-26751c034ee16e25a6d70b88ab95bc28_l3.png
Alternative text: 1/\sqrt{145.1479} = 0.08300316

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