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 13):
The system for estimation of target value according to  claim 1 , wherein:\n the estimating section has a function of interpolation of the estimation results according to a proximity of an input value to known input values prepared for the feature groups in the plurality of regression models when the input value is different from the known input values.

Metadata:
- Claim Count in Document: 38.0
- Percentile: 95.0
- Lexical Diversity: 2.50794
- Patent Class: 700.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['13123626', '14182269', '14772691', '14912582', '11906557']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3850625394246577
- 35 USC 102 Novelty (BERT): 0.4819897021365648
- Combined Prediction Score: 0.3947552556958484
- Mean Citation Score: 177.702584
- Max Citation Score: 181.0229
- Similarity Product: 129.6977798438072

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