A Deeper Look at ROC-AUC
November 15, 2020 | 4 min readHow come ROC-AUC is equal to the probability of a positive sample ranked higher than negative ones? This post provides an answer with a fun example.
Under the sea, in the hippocampus's garden...
How come ROC-AUC is equal to the probability of a positive sample ranked higher than negative ones? This post provides an answer with a fun example.
Transformer has undergone various application studies, model enhancements, etc. This post aims to provide an overview of these studies.
This post introduces how to sample groups from a dataset, which is helpful when you want to avoid data leakage.
なぜ結婚後の名字をマリオカートで決めることになったのか、また選択的夫婦別姓について書きます。
This post compares the behaviors of different feature importance measures in tricky situations.
This post introduces the Pandas method of `query`, which allows us to query dataframes in an SQL-like manner.
This is a golang sample code that calls some function periodically for a specified amount of time.