The Data Mechanisms of Diagnosis and Intelligence
Diagnosis is a measurement, and so is intelligence. We present a novel visual method to analyze diagnoses. The concept of country health was introduced in a trial to compare the efficiency of two treatments: box plot and pull anti. We found that the pull anti performs better in both accuracy and ext...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2023-01-01
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| Series: | Symmetry |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2073-8994/15/2/278 |
| _version_ | 1797618083321348096 |
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| author | Jianjing Fu Ching-An Hsiao |
| author_facet | Jianjing Fu Ching-An Hsiao |
| author_sort | Jianjing Fu |
| collection | DOAJ |
| description | Diagnosis is a measurement, and so is intelligence. We present a novel visual method to analyze diagnoses. The concept of country health was introduced in a trial to compare the efficiency of two treatments: box plot and pull anti. We found that the pull anti performs better in both accuracy and extent. The box plot is a diagnosis of abnormality using simple up–down symmetry; however, when abnormalities occur in the probability, the symmetry of the structure may be negatively affected. The pull anti checks the asymmetry of the left and right and therefore results in a better analysis. Furthermore, we designed another trial to test the sampling bias and found that an insensible disturbance might lead to statistical self-significance. We thus suggest that extended observations towards certainty are necessary to obtain better diagnoses or intelligence. |
| first_indexed | 2024-03-11T08:05:13Z |
| format | Article |
| id | doaj.art-c07dbc6684714285a4d598900f73c6c7 |
| institution | Directory Open Access Journal |
| issn | 2073-8994 |
| language | English |
| last_indexed | 2024-03-11T08:05:13Z |
| publishDate | 2023-01-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Symmetry |
| spelling | doaj.art-c07dbc6684714285a4d598900f73c6c72023-11-16T23:31:10ZengMDPI AGSymmetry2073-89942023-01-0115227810.3390/sym15020278The Data Mechanisms of Diagnosis and IntelligenceJianjing Fu0Ching-An Hsiao1College of Media Engineering, Communication University of Zhejiang, Hangzhou 310018, ChinaFintech Engineering Technology Research Center, Guangdong University of Finance, Guangzhou 510521, ChinaDiagnosis is a measurement, and so is intelligence. We present a novel visual method to analyze diagnoses. The concept of country health was introduced in a trial to compare the efficiency of two treatments: box plot and pull anti. We found that the pull anti performs better in both accuracy and extent. The box plot is a diagnosis of abnormality using simple up–down symmetry; however, when abnormalities occur in the probability, the symmetry of the structure may be negatively affected. The pull anti checks the asymmetry of the left and right and therefore results in a better analysis. Furthermore, we designed another trial to test the sampling bias and found that an insensible disturbance might lead to statistical self-significance. We thus suggest that extended observations towards certainty are necessary to obtain better diagnoses or intelligence.https://www.mdpi.com/2073-8994/15/2/278diagnosiscountry healthbox plotpull antisampling biasself-significance |
| spellingShingle | Jianjing Fu Ching-An Hsiao The Data Mechanisms of Diagnosis and Intelligence Symmetry diagnosis country health box plot pull anti sampling bias self-significance |
| title | The Data Mechanisms of Diagnosis and Intelligence |
| title_full | The Data Mechanisms of Diagnosis and Intelligence |
| title_fullStr | The Data Mechanisms of Diagnosis and Intelligence |
| title_full_unstemmed | The Data Mechanisms of Diagnosis and Intelligence |
| title_short | The Data Mechanisms of Diagnosis and Intelligence |
| title_sort | data mechanisms of diagnosis and intelligence |
| topic | diagnosis country health box plot pull anti sampling bias self-significance |
| url | https://www.mdpi.com/2073-8994/15/2/278 |
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