adding typos
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@@ -10,7 +10,7 @@
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"<!-- Author: --> \n",
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"**Morten Hjorth-Jensen**, Department of Physics, University of Oslo and Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University\n",
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"\n",
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"Date: **Dec 24, 2019**\n",
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"Date: **Dec 25, 2019**\n",
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"\n",
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"Copyright 1999-2019, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license\n",
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"\n",
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@@ -1458,8 +1458,13 @@
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"\n",
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"\n",
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"Finally, another cost function is the Huber cost function used in robust regression.\n",
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"It is less sensitive to outliers in data than the squared error cost function.\n",
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"A variant for classification is also sometimes used, a quantity we will meet later."
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"\n",
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"The rationale behind this possible cost function is its reduced\n",
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"sensitivity to outliers in the data set. In our discussions on\n",
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"dimensionality reduction and normalization of data we will meet other\n",
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"ways of dealing with outliers.\n",
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"\n",
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"The Huber cost function is defined as"
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]
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},
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{
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