|
Genevera Allen discusses "Machine Learning & Scientific Reproducibility: Can we Trust Data-Driven Scientific Discoveries?" As more and more scientific domains are collecting vast…
Publisher
Centre for Statistics Licence Type
All rights reserved Language
English Date Created
December 8th, 2020
|
|
Topic Overview
Licence Type
Creative Commons - Attribution
|
|
Divisive clustering (top-down)
Licence Type
Creative Commons - Attribution
|
|
Summary
Licence Type
Creative Commons - Attribution
|
|
Lance-Williams algorithm
Licence Type
Creative Commons - Attribution
|
|
Single-link, complete-link, Ward's method
Licence Type
Creative Commons - Attribution
|
|
Agglomerative clustering - dendrogram
Licence Type
Creative Commons - Attribution
|
|
Agglomerative clustering (bottom-up)
Licence Type
Creative Commons - Attribution
|
|
Flat vs hierachical clustering
Licence Type
Creative Commons - Attribution
|
|
Introduction to mixture models
Licence Type
Creative Commons - Attribution
|
|
Summary
Licence Type
Creative Commons - Attribution
|
|
Paired evaluation and Rand index
Licence Type
Creative Commons - Attribution
|
|
Intrinsic evaluation and alignment
Licence Type
Creative Commons - Attribution
|
|
Evaluating clustering systems
Licence Type
Creative Commons - Attribution
|
|
K-means objective function
Licence Type
Creative Commons - Attribution
|