agro-bio-models / online_weights.json

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{
  "model_names": [
    "EfficientNetV2M",
    "ResNet50",
    "MobileNetV3L",
    "ConvNeXtBase"
  ],
  "weights_optuna": [
    0.22634092985667137,
    0.20263165013640808,
    0.3102530833043855,
    0.260774336702535
  ],
  "weights_acc": [
    0.25192203328509405,
    0.24701519536903035,
    0.2512210564399421,
    0.2498417149059334
  ],
  "accuracies": {
    "EfficientNetV2M": 0.9551611796982168,
    "ResNet50": 0.936556927297668,
    "MobileNetV3L": 0.9525034293552812,
    "ConvNeXtBase": 0.9472736625514403
  },
  "accuracy_ensemble_mean": 0.9613340192043895,
  "accuracy_ensemble_weighted": 0.9613340192043895,
  "accuracy_ensemble_optuna": 0.9623628257887518
}

	{
	"model_names": [
	"EfficientNetV2M",
	"ResNet50",
	"MobileNetV3L",
	"ConvNeXtBase"
	],
	"weights_optuna": [
	0.22634092985667137,
	0.20263165013640808,
	0.3102530833043855,
	0.260774336702535
	],
	"weights_acc": [
	0.25192203328509405,
	0.24701519536903035,
	0.2512210564399421,
	0.2498417149059334
	],
	"accuracies": {
	"EfficientNetV2M": 0.9551611796982168,
	"ResNet50": 0.936556927297668,
	"MobileNetV3L": 0.9525034293552812,
	"ConvNeXtBase": 0.9472736625514403
	},
	"accuracy_ensemble_mean": 0.9613340192043895,
	"accuracy_ensemble_weighted": 0.9613340192043895,
	"accuracy_ensemble_optuna": 0.9623628257887518
	}