PATENT CLAIM ANALYSIS

Application Number: 15875227
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2018-08
Patent Classification: ["382", "118000"]

Abstract:
A system, method and apparatus for detecting facial expressions according to EMG signals.

Claim (Index 5):
The system of  claim 1 , wherein said classifier classifies said processed EMG signals of the user using at least one of (1) a discriminant analysis classifier; (2) a Riemannian geometry classifier; (3) Na\u00efve Bayes classifier, (4) a k-nearest neighbor classifier, (5) a RBF (radial basis function) classifier, (6) a Bagging classifier, (7) a SVM (support vector machine) classifier, (8) a node classifier (NC), (9) NCS (neural classifier system), (10) SCRLDA (Shrunken Centroid Regularized Linear Discriminate and Analysis), or (11) a Random Forest classifier.

Metadata:
- Claim Count in Document: 22.0
- Percentile: 86.0
- Lexical Diversity: 1.0
- Patent Class: 382.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15875306', '10984488', '14661788', '15398881', '13945657']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3433932427187589
- 35 USC 102 Novelty (BERT): 0.5732575384134689
- Combined Prediction Score: 0.3663796722882299
- Mean Citation Score: 258.928654
- Max Citation Score: 545.2091
- Similarity Product: 344.9056512184918

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