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Google Keyword Rankings for : squared error loss function
1
https://towardsdatascience.com/understanding-the-3-most-common-loss-functions-for-machine-learning-regression-23e0ef3e14d3
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https://towardsdatascience.com/understanding-the-3-most-common-loss-functions-for-machine-learning-regression-23e0ef3e14d3
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2
https://www.sciencedirect.com/topics/computer-science/squared-error-loss
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https://www.sciencedirect.com/topics/computer-science/squared-error-loss
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3
https://en.wikipedia.org/wiki/Mean_squared_error
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https://en.wikipedia.org/wiki/Mean_squared_error
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4
https://pages.cs.wisc.edu/~matthewb/pages/notes/pdf/lossfunctions/SquaredLoss.pdf
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https://pages.cs.wisc.edu/~matthewb/pages/notes/pdf/lossfunctions/SquaredLoss.pdf
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5
https://stephenallwright.com/l2-loss-function/
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https://stephenallwright.com/l2-loss-function/
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6
https://www.simplilearn.com/tutorials/statistics-tutorial/mean-squared-error
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https://www.simplilearn.com/tutorials/statistics-tutorial/mean-squared-error
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7
https://www.youtube.com/watch?v=0BgCyrhgIuU
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https://www.youtube.com/watch?v=0BgCyrhgIuU
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8
https://medium.com/analytics-vidhya/common-loss-functions-in-machine-learning-for-a-regression-model-27d2bbda9c93
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https://medium.com/analytics-vidhya/common-loss-functions-in-machine-learning-for-a-regression-model-27d2bbda9c93
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9
https://dustinstansbury.github.io/theclevermachine/cutting-your-losses
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https://dustinstansbury.github.io/theclevermachine/cutting-your-losses
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10
https://heartbeat.comet.ml/5-regression-loss-functions-all-machine-learners-should-know-4fb140e9d4b0
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https://heartbeat.comet.ml/5-regression-loss-functions-all-machine-learners-should-know-4fb140e9d4b0
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11
https://machinelearningmastery.com/loss-and-loss-functions-for-training-deep-learning-neural-networks/
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https://machinelearningmastery.com/loss-and-loss-functions-for-training-deep-learning-neural-networks/
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12
https://keras.io/api/losses/regression_losses
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https://keras.io/api/losses/regression_losses
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13
https://www.digitalocean.com/community/tutorials/loss-functions-in-python
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https://www.digitalocean.com/community/tutorials/loss-functions-in-python
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14
https://www.numpyninja.com/post/loss-functions-when-to-use-which-one
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https://www.numpyninja.com/post/loss-functions-when-to-use-which-one
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15
https://datascience.stackexchange.com/questions/53162/what-is-the-relationship-between-square-loss-and-mean-squared-error
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https://datascience.stackexchange.com/questions/53162/what-is-the-relationship-between-square-loss-and-mean-squared-error
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16
https://programmingnotes.net/code-snippets/deep-learning/mean-square-error-loss-function/
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https://programmingnotes.net/code-snippets/deep-learning/mean-square-error-loss-function/
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17
https://pytorch.org/docs/stable/generated/torch.nn.MSELoss.html
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https://pytorch.org/docs/stable/generated/torch.nn.MSELoss.html
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18
https://www.oreilly.com/library/view/hands-on-machine-learning/9781838821739/26f81747-b94c-49fc-9ee8-bbd12a7467e5.xhtml
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https://www.oreilly.com/library/view/hands-on-machine-learning/9781838821739/26f81747-b94c-49fc-9ee8-bbd12a7467e5.xhtml
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19
https://builtin.com/machine-learning/common-loss-functions
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https://builtin.com/machine-learning/common-loss-functions
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20
https://www.mathworks.com/help/deeplearning/ref/dlarray.mse.html
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https://www.mathworks.com/help/deeplearning/ref/dlarray.mse.html
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21
https://www.analyticsvidhya.com/blog/2022/06/understanding-loss-function-in-deep-learning/
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https://www.analyticsvidhya.com/blog/2022/06/understanding-loss-function-in-deep-learning/
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22
https://tivadardanka.com/blog/mean-squared-error-explained
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https://tivadardanka.com/blog/mean-squared-error-explained
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23
https://neptune.ai/blog/pytorch-loss-functions
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https://neptune.ai/blog/pytorch-loss-functions
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24
http://www.gabormelli.com/RKB/Squared_Error_Loss_Function
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http://www.gabormelli.com/RKB/Squared_Error_Loss_Function
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25
https://yuan-du.com/post/2020-12-13-loss-functions/decision-theory/
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https://yuan-du.com/post/2020-12-13-loss-functions/decision-theory/
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26
https://datamonje.com/regression-loss-functions/
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https://datamonje.com/regression-loss-functions/
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27
https://www.bragitoff.com/2021/12/mean-squared-error-loss-function-and-its-gradient-derivative-for-a-batch-of-inputs-python-code/
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https://www.bragitoff.com/2021/12/mean-squared-error-loss-function-and-its-gradient-derivative-for-a-batch-of-inputs-python-code/
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28
https://www.section.io/engineering-education/understanding-loss-functions-in-machine-learning/
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https://www.section.io/engineering-education/understanding-loss-functions-in-machine-learning/
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29
https://www.jstor.org/stable/24303995
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https://www.jstor.org/stable/24303995
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30
https://www.math.arizona.edu/~tgk/466/hmwk6_sol.pdf
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https://www.math.arizona.edu/~tgk/466/hmwk6_sol.pdf
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31
https://www.tensorflow.org/api_docs/python/tf/keras/losses/MeanSquaredError
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https://www.tensorflow.org/api_docs/python/tf/keras/losses/MeanSquaredError
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32
https://www.linkedin.com/pulse/why-mean-squared-error-linear-regression-snigdha-kakkar?trk=public_profile_article_view
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https://www.linkedin.com/pulse/why-mean-squared-error-linear-regression-snigdha-kakkar?trk=public_profile_article_view
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33
https://www.kdnuggets.com/2022/03/loss-functions-explainer.html
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https://www.kdnuggets.com/2022/03/loss-functions-explainer.html
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34
https://www.freecodecamp.org/news/machine-learning-mean-squared-error-regression-line-c7dde9a26b93/
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https://www.freecodecamp.org/news/machine-learning-mean-squared-error-regression-line-c7dde9a26b93/
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35
https://www.statisticshowto.com/probability-and-statistics/statistics-definitions/mean-squared-error/
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https://www.statisticshowto.com/probability-and-statistics/statistics-definitions/mean-squared-error/
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36
http://scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_squared_error.html
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http://scikit-learn.org/stable/modules/generated/sklearn.metrics.mean_squared_error.html
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37
https://arxiv.org/pdf/2008.07281
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https://arxiv.org/pdf/2008.07281
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38
https://www.datarobot.com/blog/introduction-to-loss-functions/
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https://www.datarobot.com/blog/introduction-to-loss-functions/
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39
https://insideaiml.com/blog/Regression-loss--Mean-Squared-Error-1028
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https://insideaiml.com/blog/Regression-loss--Mean-Squared-Error-1028
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40
https://www.geeksforgeeks.org/python-mean-squared-error/
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https://www.geeksforgeeks.org/python-mean-squared-error/
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41
https://web.stanford.edu/class/stats300a/Sessions/PS2.pdf
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https://web.stanford.edu/class/stats300a/Sessions/PS2.pdf
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42
https://www.statlect.com/glossary/loss-function
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https://www.statlect.com/glossary/loss-function
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43
https://machine-learning-note.readthedocs.io/en/latest/basic/loss_functions.html
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https://machine-learning-note.readthedocs.io/en/latest/basic/loss_functions.html
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44
https://stackoverflow.com/questions/48775305/what-function-defines-accuracy-in-keras-when-the-loss-is-mean-squared-error-mse
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https://stackoverflow.com/questions/48775305/what-function-defines-accuracy-in-keras-when-the-loss-is-mean-squared-error-mse
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45
https://www.probabilitycourse.com/chapter9/9_1_5_mean_squared_error_MSE.php
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https://www.probabilitycourse.com/chapter9/9_1_5_mean_squared_error_MSE.php
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46
https://www.educative.io/answers/what-is-mean-square-error-in-machine-learning
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https://www.educative.io/answers/what-is-mean-square-error-in-machine-learning
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47
https://analyticsindiamag.com/hands-on-guide-to-loss-functions-used-to-evaluate-a-ml-algorithm/
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https://analyticsindiamag.com/hands-on-guide-to-loss-functions-used-to-evaluate-a-ml-algorithm/
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48
https://cnvrg.io/keras-custom-loss-functions/
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https://cnvrg.io/keras-custom-loss-functions/
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49
https://www.quora.com/When-should-mean-squared-error-be-preferred-over-average-cross-entropy-for-a-loss-function
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https://www.quora.com/When-should-mean-squared-error-be-preferred-over-average-cross-entropy-for-a-loss-function
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50
https://www.scirp.org/journal/paperinformation.aspx?paperid=92567
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https://www.scirp.org/journal/paperinformation.aspx?paperid=92567
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51
https://www.adityaagrawal.net/blog/deep_learning/cross_entropy
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https://www.adityaagrawal.net/blog/deep_learning/cross_entropy
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52
https://www.elastic.co/guide/en/machine-learning/master/dfa-regression-lossfunction.html
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https://www.elastic.co/guide/en/machine-learning/master/dfa-regression-lossfunction.html
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53
https://www.researchgate.net/publication/220372744_Revisiting_squared-error_and_cross-entropy_functions_for_training_neural_network_classifiers
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https://www.researchgate.net/publication/220372744_Revisiting_squared-error_and_cross-entropy_functions_for_training_neural_network_classifiers
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54
https://www.kaggle.com/general/316144
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https://www.kaggle.com/general/316144
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55
https://www.mygreatlearning.com/blog/mean-square-error-explained/
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https://www.mygreatlearning.com/blog/mean-square-error-explained/
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56
https://ldapwiki.com/wiki/Mean%20Squared%20Error
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https://ldapwiki.com/wiki/Mean%20Squared%20Error
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57
https://deepai.org/machine-learning-glossary-and-terms/loss-function
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https://deepai.org/machine-learning-glossary-and-terms/loss-function
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58
https://www.chegg.com/homework-help/questions-and-answers/consider-weighted-squared-error-loss-function-l-2-nonnegative-weight-function-estimator-1--q19692764
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https://www.chegg.com/homework-help/questions-and-answers/consider-weighted-squared-error-loss-function-l-2-nonnegative-weight-function-estimator-1--q19692764
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59
http://theprofessionalspoint.blogspot.com/2019/02/loss-functions-in-machine-learning-mae.html
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http://theprofessionalspoint.blogspot.com/2019/02/loss-functions-in-machine-learning-mae.html
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60
https://perceptron.blog/loss-functions-regression/
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https://perceptron.blog/loss-functions-regression/
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61
https://siegel.work/blog/LossFunctions/
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https://siegel.work/blog/LossFunctions/
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62
https://sebastianraschka.com/faq/docs/mse-derivative.html
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https://sebastianraschka.com/faq/docs/mse-derivative.html
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63
https://developers.google.com/machine-learning/crash-course/descending-into-ml/training-and-loss
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https://developers.google.com/machine-learning/crash-course/descending-into-ml/training-and-loss
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64
https://datagy.io/mean-squared-error-python/
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https://datagy.io/mean-squared-error-python/
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65
https://www.khanacademy.org/math/statistics-probability/describing-relationships-quantitative-data/more-on-regression/v/squared-error-of-regression-line
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https://www.khanacademy.org/math/statistics-probability/describing-relationships-quantitative-data/more-on-regression/v/squared-error-of-regression-line
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66
https://www.machinelearningworks.com/tutorials/mean-squared-error-cost-function
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67
https://www.renom.jp/notebooks/tutorial/basic_algorithm/lossfunction/notebook.html
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https://www.renom.jp/notebooks/tutorial/basic_algorithm/lossfunction/notebook.html
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68
https://radiopaedia.org/articles/mean-squared-error?lang=us
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https://radiopaedia.org/articles/mean-squared-error?lang=us
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69
https://www.reddit.com/r/MachineLearning/comments/8im9eb/d_crossentropy_vs_meansquared_error_loss/
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https://www.reddit.com/r/MachineLearning/comments/8im9eb/d_crossentropy_vs_meansquared_error_loss/
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70
https://www.folkstalk.com/tech/mean-squared-error-in-machine-learning-formula-with-code-examples/
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https://www.folkstalk.com/tech/mean-squared-error-in-machine-learning-formula-with-code-examples/
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71
https://rohanvarma.me/Loss-Functions/
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https://rohanvarma.me/Loss-Functions/
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72
https://statisticsbyjim.com/regression/mean-squared-error-mse/
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https://statisticsbyjim.com/regression/mean-squared-error-mse/
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73
https://www.tandfonline.com/doi/full/10.1080/03610918.2018.1425444
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https://www.tandfonline.com/doi/full/10.1080/03610918.2018.1425444
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74
https://jacobjackson.com/cross-entropy/
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https://jacobjackson.com/cross-entropy/
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75
https://jamesmccaffrey.wordpress.com/2019/06/17/error-loss-risk-and-likelihood-in-machine-learning/
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https://jamesmccaffrey.wordpress.com/2019/06/17/error-loss-risk-and-likelihood-in-machine-learning/
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76
http://aoliver.org/why-mse
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http://aoliver.org/why-mse
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77
https://mediaspace.baylor.edu/media/Loss+Function+Optimality/1_ywhmgdn6/170953002
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https://mediaspace.baylor.edu/media/Loss+Function+Optimality/1_ywhmgdn6/170953002
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78
https://www.enjoyalgorithms.com/blog/loss-and-cost-functions-in-machine-learning/
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79
https://www3.stat.sinica.edu.tw/statistica/j1n1/j1n16/j1n16.htm
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80
https://www.semanticscholar.org/paper/Estimating-a-Bounded-Normal-Mean-Relative-to-Error-Karimnezhad/7fa967f9a9757e99c690f9a07047f0f7cf5e1d77
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https://www.semanticscholar.org/paper/Estimating-a-Bounded-Normal-Mean-Relative-to-Error-Karimnezhad/7fa967f9a9757e99c690f9a07047f0f7cf5e1d77
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81
https://atharvaai7.wordpress.com/2020/08/11/why-not-mean-squared-errormse-as-a-loss-function-for-logistic-regression/
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https://atharvaai7.wordpress.com/2020/08/11/why-not-mean-squared-errormse-as-a-loss-function-for-logistic-regression/
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82
http://people.missouristate.edu/songfengzheng/teaching/mth541/lecture%20notes/evaluation.pdf
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83
https://www.edureka.co/community/164404/what-difference-between-loss-function-rmse-machine-learning
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https://www.edureka.co/community/164404/what-difference-between-loss-function-rmse-machine-learning
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84
https://www.baeldung.com/cs/cost-function-logistic-regression-logarithmic-expr
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85
https://www.tutorialspoint.com/how-to-measure-the-mean-squared-error-squared-l2-norm-in-pytorch
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https://www.tutorialspoint.com/how-to-measure-the-mean-squared-error-squared-l2-norm-in-pytorch
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86
http://ioe-2.engin.umich.edu/class/ioe899/papers/sengupta_092408.pdf
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87
https://intellipaat.com/community/11279/tensorflow-mean-squared-error-loss-function
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https://intellipaat.com/community/11279/tensorflow-mean-squared-error-loss-function
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88
https://c3.ai/glossary/data-science/loss-function/
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https://c3.ai/glossary/data-science/loss-function/
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89
https://thescipub.com/abstract/10.3844/jmssp.2017.284.291
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https://thescipub.com/abstract/10.3844/jmssp.2017.284.291
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90
https://www.quantstart.com/articles/The-Bias-Variance-Tradeoff-in-Statistical-Machine-Learning-The-Regression-Setting/
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https://www.quantstart.com/articles/The-Bias-Variance-Tradeoff-in-Statistical-Machine-Learning-The-Regression-Setting/
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91
https://twitter.com/haltakov/status/1461753086909861900
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https://twitter.com/haltakov/status/1461753086909861900
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92
https://www.rdocumentation.org/packages/MLmetrics/versions/1.1.1/topics/MSE
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https://www.rdocumentation.org/packages/MLmetrics/versions/1.1.1/topics/MSE
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93
https://github.com/topics/mean-squared-error
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https://github.com/topics/mean-squared-error
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94
https://data-flair.training/blogs/keras-loss-functions/
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