Overview
Gene Rankings
Interactive Visualisation
EDA Plots
Feature Importance
This section contains several plots from the Exploratory Data Analysis and feature pre-processing step. All plots are available for download as pdf files.
Plots include:
Plots include:
- Histograms of numerical features (distribution across known/seed and unrelated/unknown genes)
- Histograms of categorical features (distribution across known/seed and unrelated/unknown genes)
- Heatmap of feature correlations prior to filtering of highly-correlated features
- Heatmap of feature correlations post-filtering of highly-correlated features
- Missing data ratios (post-filtering of highly-correlated features)
Numerical features histograms
Categorical features histograms
Feauture correlations (prior to filtering of highly-correlated features)
Feauture correlations (post-filtering of highly-correlated features)
Missing data ratios (post-filtering of highly-correlated features)