From 81a2bea00b6f9304a8d2c73380f05209ba34c50d Mon Sep 17 00:00:00 2001 From: Jen Looper Date: Sat, 22 May 2021 16:33:55 -0400 Subject: [PATCH] infographic for regression --- Regression/1-Tools/README.md | 4 +++- Regression/1-Tools/images/overfitting.png | Bin 0 -> 223957 bytes 2 files changed, 3 insertions(+), 1 deletion(-) create mode 100644 Regression/1-Tools/images/overfitting.png diff --git a/Regression/1-Tools/README.md b/Regression/1-Tools/README.md index 6ae40387b..f8cc59d57 100644 --- a/Regression/1-Tools/README.md +++ b/Regression/1-Tools/README.md @@ -64,7 +64,9 @@ According to their [website](https://scikit-learn.org/stable/getting_started.htm > 🎓 **[Model Fitting](https://scikit-learn.org/stable/auto_examples/model_selection/plot_underfitting_overfitting.html#sphx-glr-auto-examples-model-selection-plot-underfitting-overfitting-py)** in the context of machine learning refers to the accuracy of the model's underlying function as it attempts to analyze data with which it is not familiar. **Underfitting** and **overfitting** are common problems that degrade the quality of the model as the model fits either not well enough or too well. This causes the model to make predictions either too closely aligned or too loosely aligned with its training data. An overfit model predicts training data too well because it has learned the data's details and noise too well. An underfit model is not accurate as it can neither accurately analyze its training data nor data it has not yet 'seen'. -TODO: Infographic to show underfitting/overfitting like this https://miro.medium.com/max/1525/1*TzMis7bbuaU1OE2q64hnbg.png +![overfitting vs. correct model](images/overfitting.png) + +> Infographic by [Jen Looper](https://twitter.com/jenlooper) > 🎓 **Data Preprocessing** is the process whereby data scientists clean and convert data for use in the machine learning lifecycle. diff --git a/Regression/1-Tools/images/overfitting.png b/Regression/1-Tools/images/overfitting.png new file mode 100644 index 0000000000000000000000000000000000000000..550159b52b9fce299217450e5b93afe3ce8149f5 GIT binary patch literal 223957 zcmeFZWk6Kl+CB^jA|N74C`d?1gCN}~k`CReBEnEZr^5g$5|R>1qjXBwz<@M}G)T=z zH%Lp({P%c{;CbHXcRs%#9zMWk&suw}b+2pP_jSjfU=1}zQeqln92^`{WhHqn9Gr^} zad0jyUb+a}iNaUC2K>Rdk^{-%;FLs=oID`_{%5pM(gNY&c;CUn@q2}Xa|GP-Tf)I{ 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