Patent ID: 11960597
Assignee: F.A.C.C.T. NETWORK SECURITY LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 2:
3. The method of claim 1, wherein the transforming the data includes at least one of:
cleaning the data, the cleaning including at least one of: filling missing values, detecting and removing data noise and outliers;
transforming features of the set of features, the transforming including (i) normalizing the data of the features to reduce a dimensionality of the respective feature vector; and (ii) bringing the features to a predetermined range of values;
compacting the data, the compacting including sampling at least one of the features and attributes to be included in the set of features;
sampling the data, the sampling including converting continuous attributes to categorical attributes; and
cleaning a text associated with the set of features, the cleaning including removing predetermined symbols.