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 17):
A non-transitory computer-readable medium having program code of a model integration tool that is executable by a processing device to cause a computing device to perform operations, the operations comprising:\n receiving an electronic data-processing model that generates an analytical output by applying a function to input attributes that are weighted with respective modeling coefficients; providing, to a client computing system, a user interface having interface elements for specifying bin range information associated with the one or more modeling coefficients and reason code information associated with the one or more input attributes; identifying, based on input received via the interface elements, bin ranges for the one or more modeling coefficients and 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 Predictive Model Markup Language (PMML) code that specifies the electronic data-processing model with the one or more bin ranges and the one or more reason codes; verifying that a test of the PMML code results in a test analytical output matching an expected analytical output and a test reason code matching an expected reason code; and generating, 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 PMML 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): 0.3757167050082682
- 35 USC 102 Novelty (BERT): 0.4933923196629673
- Combined Prediction Score: 0.3874842664737382
- Mean Citation Score: 172.75708799999995
- Max Citation Score: 209.60889
- Similarity Product: 160.56641349499944

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