Skip to content
This project is for Google AI ML Winter Camp (Jan. 14 - Jan. 18)
Python Makefile
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Type Name Latest commit message Commit time
Failed to load latest commit information.


This is ML model trained to detect people's MBTI type based what they write down in their post. There is also a demo that you can put in your daily life setence to detect which type you may be and see which word sells you out.

MBTI dataset

kaggle dataset: The Myers-Briggs Type Indicator (MBTI) is a widely-used personality assessment tool. It has four pairs of preferences:

  • Introversion/Extraversion
  • Intuition/Sensing
  • Feeling/Thinking
  • Perception/Judging

Run Demo

make demo

You need demo_cnn.h5, tokenizer.p to run the demo

Training model

Add your model in models, then run

python -m your_model_name [-e|-s|-c]

You need MBTI.csv, glove.6B.50d.txt to train the demo

Model Infomation

CNN info:

[ 2019-01-17 07:05:59,126][end2end]
Accuracy(Total) on test set(10%) = 0.5362232779097387
Accuracy(One by one) on test set(10%) = 0.813687648456057
[I] precision: 0.544, recall: 0.919, f1: 0.684
[E] precision: 0.970, recall: 0.774, f1: 0.861
[N] precision: 0.509, recall: 0.987, f1: 0.672
[S] precision: 0.998, recall: 0.853, f1: 0.920
[T] precision: 0.890, recall: 0.763, f1: 0.821
[P] precision: 0.767, recall: 0.892, f1: 0.825
[J] precision: 0.808, recall: 0.787, f1: 0.797
[F] precision: 0.673, recall: 0.701, f1: 0.686
You can’t perform that action at this time.