Ensemble Machine Learning Techniques 3.3: Making Predictions on Movie Ratings Using SVM

Ensemble Machine Learning Techniques 3.3: Making Predictions on Movie Ratings Using SVM

Assessment

Interactive Video

Information Technology (IT), Architecture, Social Studies

University

Hard

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The video tutorial explains how to predict movie ratings using SVM and bagging techniques. It covers the IMDB dataset, preprocessing steps, and building an SVM model. The tutorial also demonstrates implementing bagging from scratch and evaluates the model's performance, encouraging experimentation with different parameters and algorithms.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the steps involved in creating subsamples from the data?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How does the performance of the SVM model change with the number of estimators in bagging?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What recommendations does the text provide for further exploration of algorithms?

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