| { | |
| "model_type": "SVC", | |
| "framework": "scikit-learn", | |
| "task": "text-classification", | |
| "labels": ["math", "web question", "greeting", "comparative question", "sherpa question"], | |
| "id2label": { | |
| "0": "math", | |
| "1": "web question", | |
| "2": "greeting", | |
| "3": "comparative question", | |
| "4": "sherpa question" | |
| }, | |
| "label2id": { | |
| "math": 0, | |
| "web question": 1, | |
| "greeting": 2, | |
| "comparative question": 3, | |
| "sherpa question": 4 | |
| }, | |
| "model_parameters": { | |
| "C": 1.0, | |
| "kernel": "rbf", | |
| "degree": 3, | |
| "gamma": "scale" | |
| }, | |
| "training_parameters": { | |
| "train_test_split_ratio": 0.8, | |
| "random_state": 42, | |
| "data_preprocessing": { | |
| "text_vectorization": "TF-IDF", | |
| "max_features": 10000 | |
| } | |
| } | |
| } | |