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Questions and Answers
Which method was introduced to improve the accuracy of the model when the response variable was not linearly related to the explanatory variables?
What problem does the perceptron face as a binary classifier?
What technique suffers from computational problems due to increasing the dimensions of the feature space?
What was the special case of multiple linear regression introduced to address the non-linear relationship between the response variable and the explanatory variables?
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What is the primary limitation of using synthetic combinations of features to approximate nonlinear functions with linear models?
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ما هو الحل الذي تم تقديمه لتحسين دقة النموذج عندما لا تكون المتغير المستجاب ذو علاقة خطية مع المتغيرات التفسيرية؟
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ما هي المشكلة الرئيسية التي يواجهها البيرسيبترون كمصنف ثنائي؟
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ما هي المشكلة التي واجهناها في مناقشتنا للانحدار الخطي المتعدد في الفصل 2؛ وهي انعدام العلاقة الخطية بين المتغير المستجاب والمتغيرات التفسيرية؟
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