2025-04-29 06:40
IndustryTypes of Regularization in Forex
#CurrencyPairPrediction
Types of Regularization in Forex AI Models
1. L1 Regularization (Lasso)
• Adds a penalty proportional to the absolute value of coefficients.
• Encourages sparsity — some features are driven to zero (automatic feature selection).
Equation: \text{Loss} = \text{MSE} + \lambda \sum |w| In Forex AI:
• Helps discard irrelevant or redundant indicators (like highly correlated moving averages).
Like 0
ladybut
Trader
Hot content
Industry
Event-A comment a day,Keep rewards worthy up to$27
Industry
Nigeria Event Giveaway-Win₦5000 Mobilephone Credit
Industry
Nigeria Event Giveaway-Win ₦2500 MobilePhoneCredit
Industry
South Africa Event-Come&Win 240ZAR Phone Credit
Industry
Nigeria Event-Discuss Forex&Win2500NGN PhoneCredit
Industry
[Nigeria Event]Discuss&win 2500 Naira Phone Credit
Forum category
Platform
Exhibition
Agent
Recruitment
EA
Industry
Market
Index
Types of Regularization in Forex
Thailand | 2025-04-29 06:40#CurrencyPairPrediction
Types of Regularization in Forex AI Models
1. L1 Regularization (Lasso)
• Adds a penalty proportional to the absolute value of coefficients.
• Encourages sparsity — some features are driven to zero (automatic feature selection).
Equation: \text{Loss} = \text{MSE} + \lambda \sum |w| In Forex AI:
• Helps discard irrelevant or redundant indicators (like highly correlated moving averages).
Like 0
I want to comment, too
Submit
0Comments
There is no comment yet. Make the first one.
Submit
There is no comment yet. Make the first one.