CYOA | sfcrime | Emily Wang and Filippos Lymperopoulos#11
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greenteawarrior wants to merge 13 commits intopaulruvolo:masterfrom
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CYOA | sfcrime | Emily Wang and Filippos Lymperopoulos#11greenteawarrior wants to merge 13 commits intopaulruvolo:masterfrom
greenteawarrior wants to merge 13 commits intopaulruvolo:masterfrom
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…Crime Preprocessor); trying some classifiers (Decision Tree, Random Forest, SGD)
…s on the test.csv data with the sgd model trained earlier in the notebook)
…code cell in notebook 4
… ideas on how to visualize model performance
…ss; Additional commentary and markdown cell cleanup
… comparisons for different models and samples of visualizing advice for SFPD strategy)
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This repo contains CYOA project notebooks. Filippos and I each have our own exploration notebooks, and several notebooks regarding the model iterations.
model_iteration_7_final.ipynbis relatively polished and contains the full stream of consciousness for our work; the earliermodel_iteration_X.ipynbfiles capture our initial results, learning experiences, and reflections throughout this project.story.ipynbcontains the polished story that is a standalone notebook describing the overall project. Please feel free to email either of us for clarifying questions on the materials in this repo. Thanks!