moabbr

MOABB interface to tombolo for analysis of machine learning benchmarks in R.

Each dataset is treated as an independent study and each pipeline as a treatment.

Requires Docker with the tombolo image pulled:

docker pull ethandavisecd/tombolo:latest

API

• Analysis
  • nma()
  • bnma()
• Plotting
  • ranking_plot()
  • league_table()
  • forest_plot()
  • heterogeneity_table()
  • prediction_table()
  • convergence_table()

Examples

• Results
• Plots