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hyperparameters.json
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{
"logistic_regression": {
"category": {
"mini_batch_size": 16,
"num_of_iterations": 50,
"learning_rate": 0.01,
"regularization_type": "L2",
"lambda": 0.01
},
"sentiment": {
"mini_batch_size": 16,
"num_of_iterations": 50,
"learning_rate": 0.01,
"regularization_type": "L2",
"lambda": 0.01
},
"both": {
"mini_batch_size": 16,
"num_of_iterations": 100,
"learning_rate": 0.5,
"regularization_type": "L2",
"lambda": 0.0001
}
},
"svm": {
"category": {
"mini_batch_size": 64,
"num_of_iterations": 50,
"learning_rate": 0.01,
"regularization_type": "L2",
"cost_function_type": "L2",
"C": 2
},
"sentiment": {
"mini_batch_size": 64,
"num_of_iterations": 50,
"learning_rate": 0.01,
"regularization_type": "L2",
"cost_function_type": "L2",
"C": 2
},
"both": {
"mini_batch_size": 64,
"num_of_iterations": 50,
"learning_rate": 0.01,
"regularization_type": "L2",
"cost_function_type": "L2",
"C": 2
},
"multi_svm": {
"mini_batch_size": 64,
"num_of_iterations": 50,
"learning_rate": 0.01,
"regularization_type": "L2",
"cost_function_type": "L2",
"C": 2
}
}
}