PATENT CLAIM ANALYSIS

Application Number: 16070144
Application Type: Utility
Filing Date: 2018-07
Publication Date: 2019-01
Patent Classification: ["700", "094000"]

Abstract:
A system, method, and computer program for estimation of a target value, which can change the aggregation of estimation results based on the degrees of confidence, taking the nature of an input observation signal into consideration. An unknown observation signal is input to a plurality of regression models. A plurality of estimated values are respectively obtained by a plurality of regression models corresponding to the plurality of features of the unknown observation signal. A target value of the unknown observation signal is estimated by aggregation of the target values. The estimating section calculates weights to be added the estimation results output from the regression models, based on the degrees of confidence with respect to the inputs into the regression models. A target value of the unknown observation signal is estimated through the aggregation by calculating a weighted sum of the estimation results output from the regression models.

Claim (Index 2):
The system for estimation of target value according to  claim 1 , wherein:\n the estimator configuring section includes:\n a feature extracting section operable to extract the plurality of features from each of the plurality of observation signals; and \n a regression model creating and storing section operable to create and store the plurality of regression models corresponding to the plurality of features, whereby the regression models are optimized based on the plurality of training data comprised of a pair of the extracted features and target values to be estimated for the plurality of observation signals; \n the estimating section includes:\n a degree-of-confidence calculating section operable to calculate the degree of confidence for the input to each of the plurality of regression models; \n a weight calculating section operable to calculate respective weights to be added to the plurality of estimation results output from the plurality of regression models, based on the calculated degrees of confidence; and \n a weighted-sum calculating and target-value estimating section operable to estimate the target value for the unknown observation signal by performing the aggregation using the weighted sum of the plurality of estimation results output from the plurality of regression models.

Metadata:
- Claim Count in Document: 38.0
- Percentile: 95.0
- Lexical Diversity: 2.50794
- Patent Class: 700.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['13123626', '14182269', '14772691', '14912582', '11906557']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3574931499036727
- 35 USC 102 Novelty (BERT): 0.4789836801850217
- Combined Prediction Score: 0.3696422029318076
- Mean Citation Score: 177.702584
- Max Citation Score: 181.0229
- Similarity Product: 130.56776187342405

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

Dataset: test