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 8):
The non-transitory computer-readable medium of  claim 7 , wherein, after outputting the assigned category, the computer-readable instructions further cause the computing device to:\n receive a selection of a first parameter and of a second parameter, wherein the first parameter indicates selection for presentation of one of a missing rate parameter, the skewness parameter, the kurtosis parameter, or the outlier percentage parameter, wherein the second parameter indicates selection of one of a remaining parameter not selected as the first parameter of the missing rate parameter, the skewness parameter, the kurtosis parameter, and the outlier percentage parameter; and present a table showing a number of the plurality of variables assigned to each category number associated with the selected first parameter and the selected second parameter.

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): 0.239108696067022
- 35 USC 102 Novelty (BERT): 0.5296753466961656
- Combined Prediction Score: 0.2681653611299364
- Mean Citation Score: 265.361368
- Max Citation Score: 367.88138
- Similarity Product: 282.42094079246993

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