Fairness Analysis

Two groups:

We decided to analyze the fairness in accuracies between the two different types of champions:

• Tanky Support
• Tank/Bruiser

Keep in mind that these classifications were made by ourselves and were not given in the dataset

Hypotheses

Test statistic:

• difference in accuracy scores

Significance level:

• .01

Null:

• There is no difference in accuracy scores for Tanky Support and Tank/Bruiser classes Alternative:
• Tanky Support class types have higher accuracy scores compared to Tank/Bruiser Class types

Conclusion

After performing a permutation test of 1000 iterations, our p-value was 0.0

This means we reject the null and say that there is statistcal evidence that Tanky Supports have a higher accuracy score than Tank/Bruisers