PATENT CLAIM ANALYSIS

Application Number: 16239181
Application Type: Utility
Filing Date: 2019-01
Publication Date: 2019-06
Patent Classification: ["717", "174000"]

Abstract:
The method for model management includes, within a testing platform: building candidate model(s), validating the candidate model(s), and selectively deploying the candidate model(s) into a production environment. The method can optionally include, within a production environment: detecting a class instance based on the raw data using deployed model(s) within the production environment, and transmitting a notification to an endpoint associated with the detected class.

Claim (Index 21):
The computer system of  claim 18 , further comprising instructions configured to detect a concept drift draft rate from raw data; and\n wherein instructions configured to generate a candidate model comprises instructions configured to generate a candidate model in response to detecting the concept drift rate.

Metadata:
- Claim Count in Document: 5.0
- Percentile: 99.0
- Lexical Diversity: 1.84783
- Patent Class: 717.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['16047932', '14578205', '16128667', '15214302', '11638732']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3449498593095579
- 35 USC 102 Novelty (BERT): 0.5249372262743255
- Combined Prediction Score: 0.3629485960060347
- Mean Citation Score: 157.822012
- Max Citation Score: 295.98618
- Similarity Product: 212.14623206839084

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

Dataset: test