Monthly Archive for: ‘August, 2013’

Loan Survival Analysis

Advanced Machine Learning

Survival analysis is a collection of statistical procedures for data analysis for which the outcome variable of interest is time until an event occurs.  So how does survival analysis help choose better p2p loan investments?  Generally, machine learning models are designed for loan classification (fully paid or charged off).   This assumes that all loans used in the training set …

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