MAT.SCIENCE+ENGIN.(PERUSALL ACCESS)
10th Edition
ISBN: 2818440149658
Author: Callister
Publisher: PERUSALL
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Question
Chapter 6, Problem 5FEQP
To determine
The change in cylinder specimen of brass diameter.
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The joint density function of two continuous random variables X and
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Support Vector Machine Classifier using scikit-learnCoding Assignment2. Review the sample code for SVC.3. Use the Wine dataset (https://archive.ics.uci.edu/ml/machine-learning-databases/wine/wine.data) and add an SVClassifier(SVC), a random forest classifier with a depth of 2 and an Adaboost classifierand compare them using kfold cross validation with k=10. For the SVC, use the defaultsettings given in the sample code, use RFB kernel with C = 1.0.4. Plot all the accuracy results vs. each model (model type on the x-axis and accuracy onthe y-axis).5. Compare the results with the RBF kernel and the same value of C=1.06. Write down your observation on the comparison results.7. Plot the multi-class ROC curve and use the roc_auc_score function to calculate ROCscore.
Chapter 6 Solutions
MAT.SCIENCE+ENGIN.(PERUSALL ACCESS)
Ch. 6 - Prob. 1QAPCh. 6 - Prob. 2QAPCh. 6 - Prob. 3QAPCh. 6 - Prob. 4QAPCh. 6 - Prob. 5QAPCh. 6 - Prob. 6QAPCh. 6 - Prob. 7QAPCh. 6 - Prob. 8QAPCh. 6 - Prob. 9QAPCh. 6 - Prob. 10QAP
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