File size: 1,213 Bytes
950d5e5 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 |
{
"language": "en",
"tags": ["keras", "tensorflow", "time-series", "menstrual-cycle-prediction", "healthcare"],
"license": "apache-2.0",
"pipeline_tag": "time-series-forecasting",
"model-index": [
{
"name": "lstm_combined_model",
"results": [
{
"task": {
"type": "time-series-forecasting",
"name": "Menstrual Cycle Prediction"
},
"metrics": [
{
"type": "mae",
"value": 1.2,
"name": "Mean Absolute Error (MAE)"
},
{
"type": "mse",
"value": 2.5,
"name": "Mean Squared Error (MSE)"
}
]
}
]
}
],
"model-details": {
"architecture": "LSTM",
"input_shape": [3, 2],
"output_shape": [2],
"framework": "Keras",
"backend": "tensorflow",
"description": "An LSTM model trained on menstrual cycle data to predict next cycle length and period duration.",
"trained_dataset": [
"irregular_cycle_data.csv",
"regular_cycle_data.csv",
"synthetic_data.csv"
],
"created_by": "VishSinh",
"last_trained_on": "2025-03-21"
}
}
|