Analyze and determine based on the different Gin Index below why is this company is losing customers (attrition rate) by using the primary attribute of gender and attrition rate to identify patterns/reasons that people are leaving ( analyze the data results and identify anomalies or reasons to believe people are leaving the company (lack of benefits, high APR, gender preferences, age groups, etc.)

Gin Index on gender - Confusion Metrix

	Performance Vector	Percentage
	Accuracy	89.50%
	Sensitivity	88.66%
	Specificity	85.57%
	Precision	85.26%
	AUC	87.23%
	True 0	True 1
Predicted 0	1186	183
Predicted 1	200	1431

Gini Index - Confusion Metrix

	Performance Vector	Percentage
	Accuracy	87.23%
	Sensitivity	88.66%
	Specificity	85.57%
	Precision	87.74%
	AUC	0.916
	True 0	True 1
Predicted 0	1126	183
Predicted 1	200	1431