| --- |
| dataset_info: |
| features: |
| - name: semantic |
| dtype: float64 |
| - name: semantic_rank |
| dtype: float64 |
| - name: semantic_diff |
| dtype: float64 |
| - name: lexical1 |
| dtype: float64 |
| - name: lexical1_rank |
| dtype: float64 |
| - name: lexical1_diff |
| dtype: float64 |
| - name: lexical2 |
| dtype: float64 |
| - name: lexical2_rank |
| dtype: float64 |
| - name: lexical2_diff |
| dtype: float64 |
| - name: entity |
| dtype: string |
| - name: src_entity |
| dtype: string |
| - name: phonetic |
| dtype: bool |
| - name: pos |
| dtype: string |
| - name: label |
| dtype: bool |
| splits: |
| - name: train |
| num_examples: 19405 |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train.csv |
| license: mit |
| task_categories: |
| - text-classification |
| language: |
| - ar |
| size_categories: |
| - 10K<n<100K |
| --- |
| |
| # Masrad Dataset |
|
|
| ## Dataset Description |
|
|
| The **Masrad** dataset contains 19,405 examples with features related to semantic similarity, lexical similarity, entity recognition, phonetic matching, and part-of-speech tagging for Arabic text. |
|
|
| ## Features |
|
|
| | Feature | Type | Description | |
| |---------|------|-------------| |
| | `semantic` | float | Semantic similarity score | |
| | `semantic_rank` | float | Rank based on semantic similarity | |
| | `semantic_diff` | float | Difference from top semantic score | |
| | `lexical1` | float | First lexical similarity score | |
| | `lexical1_rank` | float | Rank based on first lexical score | |
| | `lexical1_diff` | float | Difference from top first lexical score | |
| | `lexical2` | float | Second lexical similarity score | |
| | `lexical2_rank` | float | Rank based on second lexical score | |
| | `lexical2_diff` | float | Difference from top second lexical score | |
| | `entity` | string | Detected entity type (PER, ORG, LOC, none) | |
| | `src_entity` | string | Source entity type | |
| | `phonetic` | bool | Whether phonetic match exists | |
| | `pos` | string | Part of speech tag | |
| | `label` | bool | Target label | |
|
|
| ## Usage |
|
|
| ```python |
| from datasets import load_dataset |
| |
| dataset = load_dataset("U4RASD/Masrad") |
| ``` |
|
|
