PATENT CLAIM ANALYSIS

Application Number: 15880600
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-08
Patent Classification: ["709", "224000"]

Abstract:
In one embodiment, a network assurance service that monitors a network detects a pattern of network measurements from the network that are associated with a particular network problem. The network assurance service tracks characteristics of the detected pattern over time. The network assurance service uses the tracked characteristics of the detected pattern over time as input to a machine learning-based pattern analyzer. The pattern analyzer is configured to determine whether the detected pattern is a perpetual or transient pattern in the network, and the pattern analyzer is further configured to detect anomalies in the characteristics of the pattern. The network assurance service initiates a change to the network based on an output of the machine learning-based pattern analyzer.

Claim (Index 12):
The apparatus as in  claim 9 , wherein the characteristics of the detected patterns are indicative of how well the pattern predicts the particular network problem and comprises at least one of: a precision, a recall, a number of true positives, or a number of false positives, of the prediction.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 86.0
- Lexical Diversity: 2.31481
- Patent Class: 709.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15860017', '15831482', '15880689', '15626412', '15617444']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2794326071159597
- 35 USC 102 Novelty (BERT): 0.4888108850114752
- Combined Prediction Score: 0.3003704349055113
- Mean Citation Score: 161.049112
- Max Citation Score: 170.18171999999996
- Similarity Product: 106.57062659119605

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

Dataset: test