PATENT CLAIM ANALYSIS

Application Number: 15774819
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-11
Patent Classification: ["717", "128000"]

Abstract:
Examples disclosed herein relate to classification models for binary code data. Some of the examples enable obtaining changed binary code data and unchanged binary code data, and generating, using a machine-leaning algorithm, a classification model based on training data that comprises the changed binary code data and the unchanged binary code data.

Claim (Index 9):
The non-transitory machine-readable storage medium of  claim 7 , wherein the instructions to determine using the classification model, whether the third pair of binary code files is classified into the first classification group or the second classification group further comprise:\n instructions to compare a first binary code file of the third pair with a second binary code file of the third pair; and instructions to generate a particular vector to be placed in a vector space of the classification model, the particular vector representing a result of the comparison.

Metadata:
- Claim Count in Document: 35.0
- Percentile: 93.0
- Lexical Diversity: 1.72727
- Patent Class: 717.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15410599', '11740722', '13491148', '11866097', '10677129']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3695656017353894
- 35 USC 102 Novelty (BERT): 0.5010715556544995
- Combined Prediction Score: 0.3827161971273004
- Mean Citation Score: 123.883132
- Max Citation Score: 128.10771
- Similarity Product: 77.254971893996

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

Dataset: test