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4 changes: 2 additions & 2 deletions README.md
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Expand Up @@ -37,13 +37,13 @@ This shows two plots: the top for accuracy (higher is better) using a macro f1 s

### Random Forest
![Random Forest](https://github.com/Brett-Kennedy/ArithmeticFeatures/blob/main/Results/results_26_08_2021_21_25_45_plot.png)
This again shows the accuracy, though not consitently, often higher using ArithmeticFeatures.
This again shows the accuracy, though not consistently, often higher using ArithmeticFeatures.

### Logistic Regression
![Logistic Regression](https://github.com/Brett-Kennedy/ArithmeticFeatures/blob/main/Results/results_27_08_2021_10_41_11_plot.png)
Similar results as other models.

### Linear Discriminant Analysis
![Linear Discriminant Analysis](https://github.com/Brett-Kennedy/ArithmeticFeatures/blob/main/Results/results_27_08_2021_00_59_56_plot.png)
This shows similar results, but was slow to execute over 100 datasets, so was removed from the test file, along with QDA.
This shows similar results, but was slow to execute over 100 datasets, so was removed from the test file, along with Quadratic Discriminant Analysis (QDA).