Preview

2020-07-machine-learning-sib-v1.0.0.zip

fpsom-2020-07-machine-learning-sib-8baacc9
- .zenodo.json 2.5 kB
- LICENSE.md 17.1 kB
- README.md 10.7 kB
- _config.yml 140 Bytes
- data
  - teeth-read-counts.csv 1.9 MB
  - teeth.csv 1.6 kB
  - wdbc.colnames.csv 469 Bytes
- episodes
  - 01-intro.md 6.3 kB
  - 02-bioinformatics-and-ml.md 3.4 kB
  - 03-eda-unsupervised-learning.md 31.5 kB
  - 04-supervised-learning.md 21.4 kB
  - setup.md 1.5 kB
- exam
  - README.md 2.4 kB
  - heartData_simplified.csv 10.0 kB
- static
  - files
    - IntroML_SIB_Jul-2020.pdf 5.7 MB
  - images
    - ELIXIR-logo.png 223.5 kB
    - H3ABioNet_horizontal.png 13.4 kB
    - H3ABionetLogo.png 13.2 kB
    - INAB-logo.png 59.6 kB
    - SIB-Logo.png 18.8 kB
    - UoM-Logo.png 13.9 kB
    - bioinformatics-ml.png 60.2 kB
    - decisionTreeFull.png 19.8 kB
    - decisionTreePruned.png 7.2 kB
    - elbow-plot-kmeans.png 9.1 kB
    - error-rate-rf.png 8.5 kB
    - ggpairs5variables.png 67.2 kB
    - ggpairs5variables_tr.png 64.1 kB
    - glm_train_dataset.png 6.2 kB
    - hclust-fig1.png 36.8 kB
    - hclust-fig2.png 37.6 kB
    - hclust-fig3.png 28.4 kB
    - hclust-fig4.png 28.5 kB
    - hclust-pc12-Visualization.png 19.8 kB
    - importance-variables.png 15.8 kB
    - kmeans-pc12-Visualization.png 19.9 kB
    - lm_full_dataset.png 4.1 kB
    - lm_train_dataset.png 6.1 kB
    - margin-rf.png 4.9 kB
    - pc12Visualization_Full.png 113.2 kB
    - predictionPlot.png 5.3 kB
    - predictionPlotGLM.png 8.1 kB
    - rfcv.png 16.4 kB