Understanding a confusion matrix¶

Sometimes accuracy doesn't tell the whole story¶

• A test for a rare disease can be 99.9% accurate by just guessing "no" all the time.
• We need to understand true positives and true negative as well as false positives and false negatives.
• A confusion matrix shows this.