Count My StudentA collaborative project with

a student career organization

byMarianne Menictas

Problem Statement

For any given student who has filled out their profile, how many applications are they likely to submit?

Which types of students should the organization spend more effort reaching out to?

DeliverablesDetect influencing features of student profile information leading to high or low counts of job applications

DeliverablesUnderstand the profiles of students who don’t apply to jobs versus those who do apply

Non responsive students

jobs may not be relevant to students

Count My Student

Data

Data

0.8

0.4

0.0

-0.4

-0.8

ValidationROC curve using Multiclass Random Forest Classifier

Thank you

Feature importance

ROCMulticlass Logistic Classifier Multiclass Random Forest Classifier

Precision vs Recall CurveMulticlass Logistic Classifier Multiclass Random Forest Classifier

Web-App

Web-App

Web-App