PATENT CLAIM ANALYSIS

Application Number: 15892936
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2019-08
Patent Classification: ["717", "140000"]

Abstract:
Automatically managing ameliorative process that controls undesired code use in an application based on predicted valuation and risk vectors. A multidimensional risk vectors may be received in relation to current and future use of undesired code. Amelioration actions may be classifies by using a custom trained machine learning model. An optimal amelioration action may be selected based on at least one optimization objective function. The selected amelioration action may be taken to control undesired code use in application. Examples of an amelioration action may include changing of the characteristics of a user interface and stopping an application or a component of the application from running.

Claim (Index 10):
The computer readable storage medium of  claim 9 , wherein the amelioration action comprises changing a display characteristic of a user interface associated with a development platform, and the amelioration action is executed on a computer running the development platform while the application is being developed.

Metadata:
- Claim Count in Document: 47.0
- Percentile: 88.0
- Lexical Diversity: 1.65672
- Patent Class: 717.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15467318', '14840954', '15652623', '12502110', '12396445']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3625283899625938
- 35 USC 102 Novelty (BERT): 0.4860321289180779
- Combined Prediction Score: 0.3748787638581423
- Mean Citation Score: 121.084333
- Max Citation Score: 123.07938
- Similarity Product: 83.24214137745379

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