Price prediction with bidirectional long short-term memory algorithm for high value commercial crops/ (Record no. 282)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01497nam a22001697a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250321110021.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250321b |||||||| |||| 00| 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | NVSU |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Segundo, Carlita G. |
| 245 ## - TITLE STATEMENT | |
| Title | Price prediction with bidirectional long short-term memory algorithm for high value commercial crops/ |
| Statement of responsibility, etc. | Carlita G. Segundo |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xi, 64 leaves : |
| Other physical details | colored illustrations ; |
| Dimensions | 28 cm. |
| 500 ## - GENERAL NOTE | |
| General note | This paper modeled and predicted the price of High Value Commercial Crop using Bidirectional LSTM algorithm. Price of tomato and squash datasets plus software and hardware requirements were utilized in its development and Root Mean Squared Error, and loss computation was performed as assessment method. Gaining low Root Mean Squared Error and losses indicate accurate prediction capability of the system.<br/><br/>The computed RMSE were 2.07 and 2.04 for tomato and squash respectively.<br/><br/>Losses that started from 0.0553 and 0.0570 for training and test dataset respectively which both finish at 0.0128 for tomato; losses for squash started from 0.0172 and 0.0176 for training and test dataset respectively and finish at 0.0019 for training dataset and 0.0020 for test dataset. Price prediction capability of the system is useful to farmers, farm investors and government agencies as it guides them in decision making.<br/><br/> |
| 500 ## - GENERAL NOTE | |
| General note | Thesis (Master of Information Technology) |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes appendices and bibliographical references. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Thesis |
| Suppress in OPAC | No |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Total checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Nueva Vizcaya State University - Bayombong Campus | Nueva Vizcaya State University - Bayombong Campus | Graduate School Section | 03/21/2025 | Donation | T Se456p 2022 | T991 | 03/21/2025 | 03/21/2025 | Thesis |
