project report

Posted on Disqus:

2 days left until this year ends!!!

Things that I did today

  • figuring out the overall outliers in the dataset using iForest(Isolation Forest)
  • dropping the outliers in the dataset after merging outlier dataframe to the first dataset

result

  • total outliers that the first dataset has: 1038 (anomaly detection)

Things to do tomorrow

  • Studying K-Means and KNN imputer to fill out the missing value in the dataset at least before noon