From fccd8c44148b359f342e9ac7432bd603a705d379 Mon Sep 17 00:00:00 2001 From: nabenabe0928 Date: Tue, 10 Aug 2021 10:49:45 +0200 Subject: [PATCH] [fix] Fix a gramatical error --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index ced66faec..19242f0d9 100755 --- a/README.md +++ b/README.md @@ -19,7 +19,7 @@ In the figure, **Data** is provided by user and **Portfolio** is a predefined pool of machine learning algorithms, e.g. LightGBM and support vector machine, to solve either regression or classification task on the provided dataset. Then API starts the following procedures: -1. **Validate input data**: Process each data type that can be handled by Auto-Pytorch such as encoding categorical data +1. **Validate input data**: Process each data type, e.g. encoding categorical data, so that Auto-Pytorch can handled 2. **Create dataset**: Create a dataset that can be handled in this API including cross validation splits 3. **Evaluate baselines**: Train each algorithm in the predefined pool with a fixed hyperparameter configuration and dummy model from `sklearn.dummy` that represents the worst possible performance 4. **Search by [SMAC](https://github.com/automl/SMAC3)**:\