PATENT CLAIM ANALYSIS

Application Number: 15750363
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2019-01
Patent Classification: ["717", "124000"]

Abstract:
Certain aspects involve building and debugging models for generating source code executed on data-processing platforms. A target data-processing platform is identified that requires bin ranges for modeling coefficients and reason codes for input attributes. A processor outputs source code, which is generated from a modeling code, in a programming language used by the target data-processing platform.

Claim (Index 8):
A method comprising:\n receiving, by a model integration tool executed by a processing device, an electronic data-processing model that generates an analytical output by applying a function to one or more input attributes that are weighted with one or more respective modeling coefficients, wherein the received electronic data-processing model lacks bin range information associated with the one or more modeling coefficients and reason code information associated with the one or more input attributes; providing, from the model integration tool to a client computing system, a user interface having interface elements for specifying the bin range information and the reason code information; identifying, by the model integration tool and based on user input received via the interface elements, one or more bin ranges for the one or more modeling coefficients and one or more reason codes for the one or more input attributes, wherein each bin range identifies a range of input attribute values for which a respective modeling coefficient is valid, wherein each reason code identifies a respective reason code output indicating a respective impact of a respective weighted input attribute on the analytical output; generating, by the model integration tool, modeling code that specifies the electronic data-processing model with the one or more bin ranges and the one or more reason codes; verifying, with the model integration tool, that a test of the modeling code results in a test analytical output matching an expected analytical output and a test reason code matching an expected reason code; and generating, by the model integration tool and subsequent to the verification, an executable source code that implements the electronic data-processing model on a data-processing platform that is accessible by the client computing system, wherein the executable source code is generated from the modeling code.

Metadata:
- Claim Count in Document: 2.0
- Percentile: 88.0
- Lexical Diversity: 1.38636
- Patent Class: 717.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['16334190', '10443243', '15388388', '12873434', '10126286']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3743243850383275
- 35 USC 102 Novelty (BERT): 0.4994136248317233
- Combined Prediction Score: 0.386833309017667
- Mean Citation Score: 172.75708799999995
- Max Citation Score: 209.60889
- Similarity Product: 150.55636541807772

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test