Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Branch8 consulting work

Branch8 consulting work

Actionable insights and retention prediction modeling from e-commerce seller profiles

Avatar for Sandra Blevins

Sandra Blevins

February 10, 2016
Tweet

Other Decks in Business

Transcript

  1. Export MongoDB Clean Python regex, NumPy, pandas, JSON Database schema

    Seller profiles Predictive modeling Python scikit-learn
  2. sklearn.ensemble.RandomForestClassifier 10-fold cross validation Accuracy = 93%, AUC = 71%

    n-orders is best predictor of activity n orders n platforms mean price
  3. Sandra Blevins Education: Physics Ph.D. 2015, The Catholic University of

    America, Washington, DC Dissertation: The Distribution of Volatiles in Protoplanetary Disks Love: travel, nature, art, yoga