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 1):
A model integration system comprising:\n a processing device communicatively coupled via a data network to a client computing system; and a non-transitory computer-readable medium storing program code that provides a model integration tool and that is executable by the processing device; wherein the processing device is configured for executing the program code to perform operations comprising:\n receiving 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, \n identifying a target data-processing platform that requires one or more bin ranges associated with the one or more modeling coefficients and one or more reason codes associated with 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, \n providing a user interface having interface elements for specifying bin range information identifying the one or more bin ranges and reason code information identifying the one or more reason codes, \n identifying the one or more bin ranges and the one or more reason codes based on user input received via the user interface and indicating the bin range information and the reason code information, \n generating Predictive Model Markup Language (PMML) code that implements the electronic data-processing model with the one or more bin ranges and the one or more reason codes, and \n outputting an executable source code in a programming language used by the target data-processing platform, wherein the executable source code is generated from the PMML code and implements the electronic data-processing model with the one or more bin ranges and the one or more reason codes.

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): 0.3756787483147293
- 35 USC 102 Novelty (BERT): 0.4935562403120835
- Combined Prediction Score: 0.3874664975144647
- Mean Citation Score: 172.75708799999995
- Max Citation Score: 209.60889
- Similarity Product: 160.29388921459616

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