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 19):
The non-transitory computer-readable medium of  claim 1 , wherein, before comparing the computed cardinality ratio value to the received second policy parameter value, the computer-readable instructions further cause the computing device to:\n receive a fourth policy parameter value that defines a variable with a negative value as an interval variable, wherein the first computation request further requests definition of an indicator to indicate the respective variable has a negative value when any value of the respective variable has the negative value; and assign each variable of the plurality of variables as the interval variable type when the indicator indicates the respective variable has the negative value, wherein comparing the computed cardinality ratio value and identifying the respective variable as the nominal variable type or as the interval variable type is not performed when the variable is assigned the interval variable type based on the respective variable having the negative value.

Metadata:
- Claim Count in Document: 80.0
- Percentile: 97.0
- Lexical Diversity: 2.36364
- Patent Class: 707.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['16033851', '15833641', '14924893', '15583067', '15185277']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2393137560509015
- 35 USC 102 Novelty (BERT): 0.5297751523795897
- Combined Prediction Score: 0.2683598956837704
- Mean Citation Score: 265.361368
- Max Citation Score: 367.88138
- Similarity Product: 270.6568697827148

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