juimdpp / cca-final-project

Repository for final project in Computer Convergence Applications (컴융응)
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공부할만한 좋은 링크 #1

Open juimdpp opened 3 years ago

juimdpp commented 3 years ago

Links that might come in handy some time

juimdpp commented 3 years ago

SVM 이론 공부 - 분석할때 꽤 용이할듯?

https://data-flair.training/blogs/svm-support-vector-machine-tutorial/

rachelg98 commented 3 years ago

Kernel performance analysis https://stackabuse.com/implementing-svm-and-kernel-svm-with-pythons-scikit-learn

One-class SVM https://medium.com/@jamesstradling/unsupervised-machine-learning-with-one-class-support-vector-machines-129579a49d1d

rachelg98 commented 3 years ago

Model evaluation rules https://scikit-learn.org/stable/modules/model_evaluation.html#scoring-parameter

sklearn cross validation scoring https://scikit-learn.org/stable/modules/generated/sklearn.model_selection.cross_val_score.html#sklearn.model_selection.cross_val_score

rachelg98 commented 3 years ago

PCA and SVM tutorial using breast cancer dataset https://towardsdatascience.com/visualizing-support-vector-machine-decision-boundary-69e7591dacea