Loan application fraud detection using samiam

To understand the big picture when choosing a loan offer, it is very useful to calculate the actual annual percentage rate (APR) on the loan. It includes not only the interest rate, but also all the additional fees and costs explicitly or implicitly included in the loan agreement. In principle, APR can be calculated manually using the formula, but there have long been special and very handy calculators for this purpose on the Internet.

Predatory lending is the practice of issuing loans with extremely high interest rates. Predatory lending methods include direct deception of borrowers, aggressive sales techniques, taking advantage of borrowers' financial unawareness, confusing contractual terms, and so on. In some countries, predatory lending is illegal.

The key difference between secured and unsecured loans lies in their very name. Secured loans are guaranteed by the borrower's property or assets, which protects the lender to a much greater extent. Unsecured loans do not require collateral, so there is more risk for the lender. These risks need to be compensated somehow, so the terms and requirements in unsecured loans are tougher than in secured loans.

A finance charge on a loan is the sum of all interest and other charges and costs, including one-time charges, that the borrower will pay over the life of the loan agreement, that is, from the time the loan is signed until the last payment is made and the loan is closed. Thus, a finance charge on a loan includes not only the interest rate, but also origination fees and insurance.

A conventional loan is a type of mortgage, the peculiarity of which is the absence of state guarantees. On the one hand, it can be considered a certain disadvantage, but on the other hand, the non-participation of the state makes the terms of the loan much more flexible.

A monthly payment consists of a payment of principal and accrued interest. The principal to interest ratio may vary. If a borrower is delinquent, penalties and late payment charges may be added to the payment. There are two ways to calculate a loan: annuity and differential. To calculate the approximate amount of the payment before the loan is taken out, all you need to know is the loan amount, the interest rate and the term of the loan. It is important to consider that in fact the loan may include a number of other payments, such as for insurance or informing about the transactions. This will be specified in the loan agreement. And in general to calculate the monthly payment you can always use a loan calculator.

First of all, you need to know under what scheme you have to pay the loan: annuity or differential. Each of the schemes has its own formula, which can be found in a couple of seconds on the Internet. The repayment scheme is spelled out in the contract. You also need to know the basic terms of the loan, including the interest rate, and any additional payments.

A loan forbearance is a waiver from the enforcement of a loan debt. In fact, it is the lender's consent to temporarily suspend the repayment schedule of the loan agreement. A loan forbearance is usually considered if a borrower faces an emergency such as a serious illness or loss of income. However, the specific terms of a loan forbearance are negotiated on a case-by-case basis.

A loan disclosure is a document or set of documents in which the lender is required to set out all of the terms and conditions of the loan you applied of (including any additional fees, charges, insurances, etc.) in a completely transparent manner and describe all details of the handling and use of funds and data.

A loan assumption is a procedure whereby the person who took out a loan to purchase real estate is willing to sell the property to a new buyer, while ceding his or her role in the loan agreement. Thus, the new buyer of real estate actually takes the place of the previous borrower in the eyes of the lender.

There are several classifications of loans, so let's consider the most common one. According to it, there are three loan categories: bank, commercial and state. In its turn, bank loans are divided into personal, mortgage, loan on overdraft, factoring, forfeiting and intrabank loans. Commercial loans may be of the following types: signature, trade and advance. Finally, the state category is subdivided into state loan, subventions, grants, transfers and state tax loan.

A VA loan represents a mortgage loan guaranteed by the Department of Veterans Affairs (VA) of the United States. The program is for veterans, various military personnel currently doing military service in the army, reservists and spouses (provided they do not remarry). It can be used to buy single family houses, condominiums and apartment buildings, as well as for building new houses. You can apply for a VA loan multiple times, as long as you meet the above requirements.

The Grad Plus (Graduate PLUS) loan is a type of Federal educational loan granted by the US Department of Education for the purposes of further training and professional development. The specifics of this loan are that it is issued directly by the U.S. government and involves a low fixed interest rate. In order to be able to apply for the Grad Plus loan, one must be a citizen or a permanent resident of the USA.