66 lines
1.3 KiB
JSON
Executable File
66 lines
1.3 KiB
JSON
Executable File
{
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"split": {
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"train": 800,
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"dev": 200,
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"clase_1_train": 200,
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"clase_1_dev": 50
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},
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"candidatos": [
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{
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"arquitectura": {
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"tipo": "mlp",
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"entrada": 4,
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"ocultas": [
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32,
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16
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]
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},
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"costo_dev": 41,
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"umbral_dev": 0.4049999999999999,
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"accuracy_dev": 0.895,
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"precision_dev": 0.7377049180327869,
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"recall_dev": 0.9,
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"f1_dev": 0.8108108108108109
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},
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{
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"arquitectura": {
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"tipo": "mlp_residual_bn",
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"entrada": 4,
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"ancho": 32
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},
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"costo_dev": 48,
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"umbral_dev": 0.05,
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"accuracy_dev": 0.84,
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"precision_dev": 0.6216216216216216,
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"recall_dev": 0.92,
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"f1_dev": 0.7419354838709677
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}
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],
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"mejor": {
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"arquitectura": {
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"tipo": "mlp",
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"entrada": 4,
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"ocultas": [
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32,
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16
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]
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},
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"costo_dev": 41,
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"umbral_dev": 0.4049999999999999,
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"accuracy_dev": 0.895,
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"precision_dev": 0.7377049180327869,
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"recall_dev": 0.9,
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"f1_dev": 0.8108108108108109
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},
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"evaluacion_privada": {
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"tp": 85,
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"fp": 13,
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"fn": 15,
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"tn": 87,
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"accuracy": 0.86,
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"precision": 0.8673469387755102,
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"recall": 0.85,
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"especificidad": 0.87,
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"f1": 0.8585858585858585
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}
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} |