Adam Cseresznye
Scientific Output
Articles
Projects
Categories
All
(10)
CP-Seeker Post-Processing App
(1)
DeepLCMS
(1)
Predicting Belgian Real Estate Prices
(7)
Quantifyer
(1)
Projects
Quantifyer: Simplifying Data Analysis for Targeted LC/GC-MS
Quantifyer
Quantifyer is a software…
Jan 20, 2024
Adam Cseresznye
DeepLCMS: A framework that leverages transfer learning for the classification of pseudo images in mass spectrometry-based analysis
DeepLCMS
Welcome to DeepLCMS, a project that combines mass spectrometry analysis with the power of deep learning models!
Dec 23, 2023
Adam Cseresznye
Streamlining Data Wrangling with the CP-Seeker Post-Processing App
CP-Seeker Post-Processing App
Welcome to the CP-Seeker…
Nov 13, 2023
Adam Cseresznye
Predicting Belgian Real Estate Prices: Part 7: Fine-tuning our model
Predicting Belgian Real Estate Prices
In Part 6, we established a robust cross-validation strategy to consistently assess our model’s performance across multiple data folds. We also identified and managed…
Nov 9, 2023
Adam Cseresznye
Predicting Belgian Real Estate Prices: Part 6: Feature Engineering
Predicting Belgian Real Estate Prices
In Part 5, we looked at the significance of features in the initial scraped dataset using both the
feature_importances_
method of CatBoostRegressor and SHAP values. We conducted feature…
Nov 8, 2023
Adam Cseresznye
Predicting Belgian Real Estate Prices: Part 5: Initial feature selection
Predicting Belgian Real Estate Prices
In Part 4, we looked into some crucial sample pre-processing steps before modeling, establishing the required pipeline for data processing, evaluating various algorithms…
Nov 7, 2023
Adam Cseresznye
Predicting Belgian Real Estate Prices: Part 4: Building a Baseline Model
Predicting Belgian Real Estate Prices
In the preceding Part 3, our emphasis was on establishing a fundamental understanding of our data through characterizing the cleaned scraped dataset. We delved into feature…
Nov 6, 2023
Adam Cseresznye
Predicting Belgian Real Estate Prices: Part 3: Characterizing Belgian Real Estate Data Post-Scraping
Predicting Belgian Real Estate Prices
In the second part, we delved into the intricacies of data processing necessary after scraping. Our discussion covered the treatment…
Nov 5, 2023
Adam Cseresznye
Predicting Belgian Real Estate Prices: Part 2: Data Cleanup After Web Scraping
Predicting Belgian Real Estate Prices
In part 1, we provided a brief introduction to the project’s purpose. Now, in part 2, we will dive deeper into the data processing steps required after scraping. We…
Nov 4, 2023
Adam Cseresznye
Predicting Belgian Real Estate Prices: Part 1: Feature Selection for Web Scraping
Predicting Belgian Real Estate Prices
Welcome to our project focusing on understanding the key factors that impact real estate property prices in Belgium. Our ultimate goal is to leverage data collected from
immo…
Nov 3, 2023
Adam Cseresznye
No matching items