PATENT CLAIM ANALYSIS

Application Number: 16152072
Application Type: Utility
Filing Date: 2018-10
Publication Date: 2020-01
Patent Classification: ["703", "002000"]

Abstract:
An exemplary system, method, and computer-accessible medium can include, for example, receiving an original dataset(s), receiving a synthetic dataset(s), training a model(s) using the original dataset(s) and the synthetic dataset(s), and evaluating the synthetic dataset(s) based on the training of the model(s). The model(s) can include a first model and a second model, and the first model can be trained using the original dataset(s) and the second model can be trained using the synthetic dataset(s). The synthetic dataset(s) can be evaluated by comparing first results from the training of the first model to second results from the training of the second model.

Claim (Index 13):
The computer-accessible medium of  claim 1 , wherein the computer arrangement is further configured to generate at least one further synthetic dataset based on (i) the at least one synthetic dataset and (ii) the evaluation of the at least one synthetic dataset.

Metadata:
- Claim Count in Document: 5.0
- Percentile: 97.0
- Lexical Diversity: 3.56098
- Patent Class: 703.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['16151385', '14056179', '14458575', '16059241', '16048385']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2658597341151004
- 35 USC 102 Novelty (BERT): 0.5039862494804912
- Combined Prediction Score: 0.2896723856516395
- Mean Citation Score: 191.190648
- Max Citation Score: 246.89078
- Similarity Product: 174.42926163729908

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

Dataset: test