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 11):
The non-transitory machine-readable storage medium of  claim 9 , wherein the vector space of the classification model comprises the first classification group that a first set of vectors are placed within and the second classification group that a second set of vectors are placed within, further comprising:\n in response to determining that the particular vector is placed in the first classification group, instructions to determine that the third pair of binary code files is classified into the first classification group.

Metadata:
- Claim Count in Document: 35.0
- Percentile: 93.0
- Lexical Diversity: 1.72727
- Patent Class: 717.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15410599', '11740722', '13491148', '11866097', '10677129']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3452564720067369
- 35 USC 102 Novelty (BERT): 0.4868506920611092
- Combined Prediction Score: 0.3594158940121741
- Mean Citation Score: 123.883132
- Max Citation Score: 128.10771
- Similarity Product: 85.32107986291766

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