Update README.md

michalinabijak · web-flow · commit 1d8e86a5ee67 · 2021-07-05T15:47:41.000+02:00
diff --git a/README.md b/README.md
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-# Numpy imnplementation of a couple of ML Algorithms
+# Numpy implementation of some ML Algorithms
+This repo contains a numpy from-scratch implementation of some ML algorithms, initially designed for the MNIST Digit classification task (~3% error, averaged over 20 runs of 5 fold cross-validation)
+
 - [x] kNN
 - [x] 3 Layer MLP (ReLU & Softmax activations), Cross-Entropy Loss
 - [x] Least Squares
 - [x] Winnow
-- [x] One-vs-One and One-vs-All Kernel Perceptron
+- [x] One-vs-One and One-vs-All Muliticlass Kernel Perceptron
 
 
 
