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9 Jan 2019: In the thirdsession, you will use the same approach (and much the same code) to predictproperties of real biological sequence data. ... 1. Download and examine the dice dataset. This dataset contains a numberof files corresponding to sequences of states.

9 Oct 2019: 5: Overtraining and Cross-validationMachine Learning and Real-world Data. Paula Buttery(based on slides created by Simone Teufel). ... Calculate variance between splits. Second task today. Use the precious test data for the first time (on the bestsystem

16 Feb 2019: Task 9: Biological applications. Data. This practical explores the application of Hidden Markov models to biologicaldata. ... If you think about this task, you will realize that our first-order HMM cannotcompletely capture the structure of the data.

1 Feb 2019: 5: Overtraining and Cross-validationMachine Learning and Real-world Data. Paula Buttery(based on slides created by Simone Teufel). ... Calculate variance between splits. Second task today. Use the precious test data for the first time (on the bestsystem

28 Nov 2019: 3 Working with data 193.1 Preamble. 193.2 What data looks like. ... We’ll lookat the two standard ways of arranging data, data frames and indexed arrays.

30 Dec 2019: TC10-simplified. C. Mn. Ni. Mo. V. Cr. Cu. Al. Nb. Si. W. Ti. Co. P. S. TC. K. Label. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 20. 73.3. Pure_01. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 27. 80.2. Pure_02. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.

4 Feb 2019: 6: Uncertainty and Human AgreementMachine Learning and Real-world Data (MLRD). Paula Buttery(based on slides created by Simone Teufel). ... Many movie reviews are neither positive nor negative. So far, your data sets have contained only the clearly

8 Aug 2019: The depth-first searchis managed by a data structure called the split stack. ... The waiting set is implemented as apriority queue using a purely functional data structure.

22 Aug 2019: The Workshop also featured tutorial sessions on various aspect of archaeogenetics as a discipline, including discussions on understanding of archaeozoological data, sample selection, taphonomy etc. ... to key skills in the statistical manipulation of

22 Aug 2019: The Workshop also featured tutorial sessions on various aspect of archaeogenetics as a discipline, including discussions on understanding of archaeozoological data, sample selection, taphonomy etc. ... to key skills in the statistical manipulation of