|
{ |
|
"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 |
|
} |
|
} |
|
} |
|
|