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Evovest · Mar 22, 2024 · f476b84 · f476b84
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diff --git a/docs/src/design.md b/docs/src/design.md
@@ -121,7 +121,7 @@ For performance assessment, benchmarks is run on the following selection of comm
 - [MSRank](https://www.microsoft.com/en-us/research/project/mslr/): ranking problem with min squared error regression. 1,200,192 observations, 136 features.
 - [YahooRank](https://webscope.sandbox.yahoo.com/): ranking problem with min squared error regression. 709,877 observations, 519 features.
 - [Higgs](https://archive.ics.uci.edu/dataset/280/higgs): 2-level classification with logistic regression. 11,000,000 observations, 28 features.
-- [Boston Housing](https://juliaml.github.io/MLDatasets.jl/stable/datasets/misc/#MLDatasets.BostonHousing): min squared error regression. 
+- [Boston Housing](https://juliaml.github.io/MLDatasets.jl/stable/datasets/misc/#MLDatasets.BostonHousing): min squared error regression. 506 observations, 13 features.
 - [Titanic](https://juliaml.github.io/MLDatasets.jl/stable/datasets/misc/#MLDatasets.Titanic): 2-level classification with logistic regression. 891 observations, 7 features.
 
 Comparison is performed against the following algos (implementation in link) considered as state of the art on classification tasks:

diff --git a/docs/src/index.md b/docs/src/index.md
@@ -19,6 +19,9 @@ hero:
     - theme: alt
       text: Models
       link: /models
+    - theme: alt
+      text: Tutorials
+      link: /tutorials-logistic-titanic.md
     - theme: alt
       text: Source code
       link: https://github.com/Evovest/NeuroTreeModels.jl