additional changes in docs

firefly-cpp · Dec 8, 2020 · 7dad849 · 7dad849
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diff --git a/COMPONENTS.md b/COMPONENTS.md
@@ -13,7 +13,7 @@
 * Select Percentile (SelectPercentile),
 * Variance Threshold (VarianceThreshold).
 
-#### Nature-Inspired
+#### Nature-Inspired based
 
 * Bat Algorithm (BatAlgorithm),
 * Differential Evolution (DifferentialEvolution),
@@ -26,7 +26,7 @@
 * Normalizer (Normalizer),
 * Standard Scaler (StandardScaler).
 
-### Fitness Functions
+### Fitness Functions based on
 
 * Accuracy (Accuracy),
 * Cohen's kappa (CohenKappa),

diff --git a/README.md b/README.md
@@ -38,7 +38,7 @@ pip install niaaml --pre
 
 ## Graphical User Interface
 
-There is a simple Graphical User Inteface for the NiaAML package available [here](https://github.com/lukapecnik/NiaAML-GUI).
+There is a simple Graphical User Interface for the NiaAML package available [here](https://github.com/lukapecnik/NiaAML-GUI).
 
 ## Components