Classify Comment Voucher For Free

One area of focus is the study of negative online behaviors, like toxic comments (i.e. comments that are rude, disrespectful or otherwise likely to make someone leave a discussion).

The data consists of one input feature, the string data for the comments, and six labels for different categories of toxic comments: toxic, severe_toxic, obscene, threat, insult, and identity_hate.

The data consists of one input feature, the string data for the comments, and six labels for different categories of toxic comments: toxic, severe_toxic, obscene, threat, insult, and identity_hate.

The six detectable types are toxic, severe toxic, obscene, threat, insult, and identity hate.

Highly Malignant: It denotes comments that are highly malignant and hurtful. Rude: It denotes comments that are very rude and offensive. Threat: It contains indication of the comments that are giving any threat to someone. Abuse: It is for comments that are abusive in nature.

Rule-based approaches classify text into organized groups by using a set of handcrafted linguistic rules. These rules instruct the system to use semantically relevant elements of a text to identify relevant categories based on its content. Each rule consists of an antecedent or pattern and a predicted category.

In toxic comment classification, the model is trained to predict whether a comment is toxic (class 1) or non-toxic (class 0). Example: ?I hate you!? Predicted class: Toxic (class 1) ?I like you!?

As a multi-label classification problem, here a comment can be classified to have no label or one or more than one labels. The six toxic labels presented in the data are ?Toxic?, ?Sever Toxic?, ?Obscene?, ?Threat?, ?Insult?, and ?Identity?.

A voucher is a document used by a company's accounts payable department to gather and file all of the supporting documents needed to approve the payment of a liability. Governments may also issue vouchers redeemable for various programs such as for school choice, housing, or social welfare initiatives.

What is a Voucher? A voucher is an internal document within a company that is issued by the accounts payable (AP) department. It can be seen as a memorandum of the liabilities of the company, and it is used to authorize a payment.