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train.csv
Training dataset for machine learning model
Dataset Visualization
Dataset Overview
- Rows: 42,840
- Columns: 18
- Missing Values: 0.2%
- Last Modified: 2023-07-15
Column Types
Preview (First 5 rows)
| ID | Feature 1 | Feature 2 | Target |
|---|---|---|---|
| 1 | 0.84 | Category A | 1 |
| 2 | 0.67 | Category B | 0 |
| 3 | 0.92 | Category A | 1 |
| 4 | 0.45 | Category C | 0 |
| 5 | 0.78 | Category B | 1 |
Recent Activity
New file added
validation.csv was added to the repository
2 days ago
File updated
train.csv was modified with additional data
5 days ago
Documentation updated
README.md was updated with new information
1 week ago
Data Quality Report
Overlapping Rows
0
Rows present in both train and test sets
Total Unique Rows
85,680
Combined unique rows from both datasets
Overlap Percentage
0%
Percentage of overlapping rows
Analysis Summary
No Data Leakage Detected
There are no overlapping rows between training and test datasets, indicating proper data partitioning.
Recommendation
The dataset partitioning follows best practices. Proceed with confidence in your model evaluation process.
