PATENT CLAIM ANALYSIS

Application Number: 16161339
Application Type: Utility
Filing Date: 2018-10
Publication Date: 2019-02
Patent Classification: ["707", "756000"]

Abstract:
A system provides analysis of distributed data and grouping of variables in support of analytics. Policy parameter values that define thresholds are received. A first computation of a cardinality value and of a number of observations having a non-missing value is requested for each variable of a plurality of variables included in the distributed data by each worker computing device. A number of observation vectors having the non-missing value and the cardinality value are computed by each worker computing device for each variable in response to the first computation request. Each respective worker computing device computes the number of observation vectors having the non-missing value and the cardinality value from a subset of the input dataset distributed to the respective worker computing device by reading each observation vector from the subset once. Each variable is assigned a category based on a comparison between computed values and the policy parameter values.

Claim (Index 29):
The method of  claim 28 , further comprising:\n requesting, by the computing device, a second computation, by each of the plurality of worker computing devices, of a first categorization variable value for each variable of the plurality of variables identified as the interval variable type; computing, by each worker computing device of the plurality of worker computing devices, the first categorization variable value for each variable of the plurality of variables in response to the second computation request, wherein each respective worker computing device computes the first categorization variable value from the subset of the input dataset distributed to the respective worker computing device by reading each observation vector once; combining, by the computing device, for each variable of the plurality of variables identified as the interval variable type, the first categorization variable value computed by each worker computing device of the plurality of worker computing devices; comparing, by the computing device, the combined first categorization variable value of each variable of the plurality of variables identified as the interval variable type to the received fourth policy parameter value; and assigning, by the computing device, each variable of the plurality of variables identified as the interval variable type to a seventh category or to an eighth category based on the comparison between the combined first categorization variable value and the received fourth policy parameter value; wherein outputting the assigned category further includes the seventh category or the eighth category assigned to each variable of the plurality of variables identified as the interval variable type.

Metadata:
- Claim Count in Document: 80.0
- Percentile: 97.0
- Lexical Diversity: 2.36364
- Patent Class: 707.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['16033851', '15833641', '14924893', '15583067', '15185277']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.218847692718065
- 35 USC 102 Novelty (BERT): 0.5277447327508693
- Combined Prediction Score: 0.2497373967213454
- Mean Citation Score: 265.361368
- Max Citation Score: 367.88138
- Similarity Product: 240.0242375355053

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