PATENT CLAIM ANALYSIS

Application Number: 15876723
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2018-10
Patent Classification: ["706", "012000"]

Abstract:
A computing system provides analysis of data and grouping of variables in support of analytics. From a plurality of observation vectors read from a dataset, a number of observations having a non-missing value and a cardinality value are computed for each variable of the variables. For each variable of the variables, the cardinality ratio value is compared to a first policy parameter value, and the respective variable is identified as a nominal variable type or as an interval variable type based on the comparison. For each variable of the variables identified as the nominal variable type, the cardinality value of the respective variable is compared to a second policy parameter value, and the respective variable is identified as the high-cardinality nominal variable type or as a non-high-cardinality nominal variable type based on the comparison with the cardinality value. The identified variable type is output for each variable of the variables.

Claim (Index 20):
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 sixth policy parameter value that defines a variable with a non-integral value as an interval variable, wherein, when reading the plurality of observation vectors from the input dataset to compute the number of observations and when any value of the respective variable has the non-integral value, define an indicator that indicates the respective variable has the non-integral value; and assign each variable of the plurality of variables as the interval variable type when the indicator that indicates the variable has the non-integral value is defined, 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 non-integral value.

Metadata:
- Claim Count in Document: 1.0
- Percentile: 86.0
- Lexical Diversity: 2.66667
- Patent Class: 706.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['14924929', '14536829', '15173927', '14928177', '14924893']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3745285683635254
- 35 USC 102 Novelty (BERT): 0.4853992910144463
- Combined Prediction Score: 0.3856156406286175
- Mean Citation Score: 221.09842000000003
- Max Citation Score: 225.68314
- Similarity Product: 186.69627081180573

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