PATENT CLAIM ANALYSIS

Application Number: 15939804
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2019-10
Patent Classification: ["717", "104000"]

Abstract:
An algorithm data store may contain information about a pool of available algorithms. An algorithm analysis engine may compare the information about each of the pool of available algorithms with at least one requirement associated with the current algorithm executing in the live environment. Based on the comparison, the algorithm analysis engine may select at least one of the pool of available algorithms as a potential replacement algorithm and transmit an indication of the selected at least one potential replacement algorithm. A deployment platform may include a lifecycle manager that manages execution of the current algorithm in the live environment. The lifecycle manager may also receive the indication of the selected at least one potential replacement algorithm, manage execution of the at least one potential replacement algorithm in a shadow environment, and report performance information associated with the current algorithm and the at least one potential replacement algorithm.

Claim (Index 11):
The system of  claim 10 , wherein the algorithm analysis engine is further adapted to:\n when the performance of a potential replacement algorithm exceeds performance of the current algorithm in the live environment, arrange for that potential replacement algorithm to become the current algorithm.

Metadata:
- Claim Count in Document: 53.0
- Percentile: 90.0
- Lexical Diversity: 2.64407
- Patent Class: 717.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15386134', '14588107', '14123813', '15399691', '13243499']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3330420271086326
- 35 USC 102 Novelty (BERT): 0.5092471330515306
- Combined Prediction Score: 0.3506625377029224
- Mean Citation Score: 132.82480919999998
- Max Citation Score: 140.91472
- Similarity Product: 85.93180939638138

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