PATENT CLAIM ANALYSIS

Application Number: 15988679
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-09
Patent Classification: ["707", "737000"]

Abstract:
Systems and methods of improving the operation of a transaction network and transaction network devices is disclosed. A lightning KNN host may comprise various modules and engines as discussed herein wherein lookalike records may be identified whereby the speed of the lightning KNN network may be enhanced and the accuracy and precision of results improved whereby the transaction network more properly functions according to approved parameters.

Claim (Index 2):
The network of  claim 1 , wherein the host comprises:\n a processor; a tangible, non-transitory memory configured to communicate with the processor, the tangible, non-transitory memory having instructions stored thereon that, in response to execution by the processor, cause the processor to perform operations; a historical data retrieval engine configured to load the historically processed data; a distance evaluator configured to evaluate a distance between a cluster value of each set and a corresponding value of a field of a record of a new cardholder, whereby a plurality of new-cardholder-to-cluster-value distances are determined; an outer radius boundary determiner configured to determine an outer radius boundary of each set; a first ceiling number radius receiver configured to receive a first ceiling number radius; a set discarder configured to retain each set with a new-cardholder-to-cluster-value distance locating a portion of the set within the first ceiling number radius; a communication bus disposed in logical communication with the historical data retrieval engine, the distance evaluator, the outer radius boundary determiner, and the first ceiling number radius receiver, and the set discarder; and a bus controller disposed in logical communication with the communication bus and configured to direct communication among the historical data retrieval engine, the distance evaluator, the outer radius boundary determiner, and the first ceiling number radius receiver, and the set discarder, whereby the record is mapped of the method.

Metadata:
- Claim Count in Document: 35.0
- Percentile: 93.0
- Lexical Diversity: 1.51111
- Patent Class: 707.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15018393', '14712766', '10520996', '09675412', '10266056']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2028390891641952
- 35 USC 102 Novelty (BERT): 0.5513638852046355
- Combined Prediction Score: 0.2376915687682392
- Mean Citation Score: 190.065632
- Max Citation Score: 421.86404000000016
- Similarity Product: 355.6068922224498

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

Dataset: test