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trustworthy_titanic

titanic kernels with outputs and output processing

Description of files:

  • Contains ready-to-run Titanic kernels from Kaggle, all converted to .R from .Rmd/.irnb/.ipynb formats, each folder contains input files.
  • titanicRunner.R - R script that extracts functions and packages of the kernels (in .json format - already extracted) and runs them to extract outputs (if any) and runtimes.
  • getResults.ipynb - Python notebook to analyze the ouputs of titaniocRunner.R
  • 417NamesAccuracies.csv - csv files with directory names (directory names are unique, script names are not!) and accuracies from all the outputs
  • timeDirs.csv - table with directory names and run times
  • cheater.csv - fine-tuned output gives ~99% accuracy (need to fix it to 100%)
  • dirsTimesAccuracies.csv - concatenation of 2 previous files

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titanic kernels with outputs and output processing

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