区块链物联网 (BlockChain of Things, BCoT) 规划中
A data importer tool System.App.Web.Spectrometry.Client that runs on 3rd-party instruments' workstation is also available.
Spectroscopic Profiling Instruments
Analysis of a New Sample Data [有机/非有机牛奶基粉]
| Topic | Discriminative Analysis for Spectroscopic Profiling Data |
| Modality | Raman Spectrum (E0065.A0007.V0001) |
| Object | Unsynchronized from the instrument. |
| Category | ["C1","C2","C3"] |
| TrainingSet | Sample Size:46 |
| Key Features | 5, 215, 218, 219, 233, 235, 236, 243, 280, 281, 309, 362, 363, 364, 376, 384, 765, 1601 |
| Classifier | SVC(C=0.01, cache_size=200, class_weight=None, coef0=0.0, decision_function_shape='ovr', degree=3, gamma='auto_deprecated', kernel='linear', max_iter=-1, probability=False, random_state=None, shrinking=True, tol=0.001, verbose=False) |
食品质量安全云决策平台统计信息 | System Metrics
| Metric | |
|---|---|
| Operating System | Windows Server 2012 DataCenter 64bit, IIS 7, Microsoft .NET Framework 4.7 |
| Database | SQL Server 2012, SQLite 3.0 |
| Web Server | ASP.Net MVC 4 |
| Web Client | HTML5, CSS 3, Bootstrap 4, jQuery, etc. |
| Programming Language | C#, Javascript, Razor, Python |
| Data Analysis Platform | Python 3.6, sklearn 0.20, Jupyter Notebook 5.7.0 |
| Code Line Count (CLC) | 151,306 |
| Data Volume | 100GB+ |
| Modality | Raman, MALDI TOF MS, Ion Mobility Spectrometry, Single-Photon Ionization TOF, Ultraviolet and visible spectrum, High Performance Liquid Chromatography |
| Test Subject | Dairy, Liquor, Herbs |
| Data Total | 5088 |
| Text Corpus Total (NLP) | 18719 |
| Algorithm Total | 28 |
| Terminology / CV | AgrO (3706), CAS (56341), CDISC (17119), CDNO (1080), CHEBI (55080), EO (562), FOODON (20910), GI (1381), GTIN (1615726), HUGO-PSI MS (2935), KEGG MEDICUS DGROUP (2119), KEGG MEDICUS DISEASE (2206), KEGG MEDICUS DRUG (10564), PO (1734), SPACS (90), Uberon (20350), |
| Project Initiate Date | September, 2017 |
| Iteration | Iteration 5 (Milestone: Spectroscopic Profiling Data Analysis and Reporting) |