PATENT CLAIM ANALYSIS

Application Number: 16366794
Application Type: Utility
Filing Date: 2019-03
Publication Date: 2019-10
Patent Classification: ["706", "012000"]

Abstract:
A feature extraction is performed on transaction data to obtain a user classification feature and a transaction classification feature. A first dimension feature is constructed based on the user classification feature and the transaction classification feature. A dimension reduction processing is performed on the first dimension feature to obtain a second dimension feature. A probability that the transaction data relates to a risky transaction is determined based on a decision classification of the second dimension feature, where the decision classification is based on a pre-trained deep forest network including a plurality of levels of decision tree forest sets.

Claim (Index 10):
The non-transitory, computer-readable medium of  claim 9 , wherein each level of the decision tree forest set includes a plurality of base classifiers.

Metadata:
- Claim Count in Document: 38.0
- Percentile: 99.0
- Lexical Diversity: 2.5122
- Patent Class: 706.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['16366841', '12436667', '16185860', '15756263', '10993651']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4289316401148438
- 35 USC 102 Novelty (BERT): 0.516656197083978
- Combined Prediction Score: 0.4377040958117573
- Mean Citation Score: 258.753976
- Max Citation Score: 312.76273
- Similarity Product: 223.96321337485847

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