Data Modelling and Analysis in KNIME
Budget: €30 – €250 EUR
I have a project requiring the development of a model in KNIME.
The data source spans 6 months and contains 223,524 lines of data across 96 parameters. I need a model capable of:
- Identifying lines where the objective (column 5: Eval) is >= 1 (90% or more)
- Selecting one line per day with the highest Eval
The data is variable in terms of daily line numbers.
The ideal candidate will have experience with KNIME and the following skills:
- Proficiency in using Decision Tree algorithms
- Expertise in data normalization
- Ability to evaluate model accuracy
Freelancer should also be able to:
- Test the model outside the chosen sample, with a split of 70% for training and 30% for testing.
The successful freelancer will help me understand the model's effectiveness using accuracy as the sole evaluation metric.
https://drive.google.com/file/d/1diDdFmFA0CvEkUYaYsgvuvxwe894qMqX/view?usp=drive_link
The data source spans 6 months and contains 223,524 lines of data across 96 parameters. I need a model capable of:
- Identifying lines where the objective (column 5: Eval) is >= 1 (90% or more)
- Selecting one line per day with the highest Eval
The data is variable in terms of daily line numbers.
The ideal candidate will have experience with KNIME and the following skills:
- Proficiency in using Decision Tree algorithms
- Expertise in data normalization
- Ability to evaluate model accuracy
Freelancer should also be able to:
- Test the model outside the chosen sample, with a split of 70% for training and 30% for testing.
The successful freelancer will help me understand the model's effectiveness using accuracy as the sole evaluation metric.
https://drive.google.com/file/d/1diDdFmFA0CvEkUYaYsgvuvxwe894qMqX/view?usp=drive_link