True and False Positives and Negatives

Prediction	Actual value	Type	Explanation
1	1	True Positive	Predicted Positive and was Positive
0	0	True Negative	Predicted Negative and was Negative
1	0	False Positive	Predicted Positive but was Negative
0	1	False Negative	Predicted Negative but was Positive

• Source: mukatee | Gist, A Look at Precision, Recall, and F1-Score | by Teemu Kanstrén | Towards Data Science