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US 2021/0201179 A1Published application
Method and system for designing a prediction model
OwnerKaoutar SGHIOUER, Mohamed HILIAinventors
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Abstract
The invention relates to a method (1000) for designing a prediction model implemented by a computer system (1), said designing method (1000) comprising: a step of transmitting (250,350,450) data to the analyst client and the business client, a step of receiving (260, 360, 460) an instruction from each of the analyst client (20) and the business client (30) and in that a following step is initiated by the designer device (10) only if both instructions authorize said designer device (10) to do so.
Claims16
A method for designing a prediction model implemented by a computer system, said computer system comprising:
- a model designer device, an analyst client, a business client;
- said model designer device including a communication module, a data processing unit and a data memory;
- said designing method comprising:
- (a) receiving a business dataset by the communication module,
- (b) generating, by the processing unit, at least one optimized business dataset from the business dataset,
- (c) designing, by the processing unit, a plurality of variables from the business dataset,
- (d) generating, by the processing unit and from preselected learning models and the plurality of variables, at least one prediction model, and
- (e) evaluating by the processing unit, performance of the prediction model, said evaluation including calculating a prediction quality indicator;
- wherein for at least two steps selected from steps (b), (c) and (d), the method further includes:
- transmitting, by the communication module, data to the analyst client and to the business client,
- receiving, by the communication module, an instruction from each of the analyst client and the business client, and
- a following step initiated by the designer device only if both said instructions authorize said designer device to do so.
9 more elements
Dependencies are inferred from the claim text.