results/episode_task_suite/neural_mlp/misalignment_detection/metrics.json

{
  "accuracy": 0.7008670520231214,
  "precision": 0.6824146981627297,
  "recall": 0.7514450867052023,
  "f1": 0.7152682255845944,
  "tp": 260,
  "tn": 225,
  "fp": 121,
  "fn": 86,
  "positive_rate_true": 0.5,
  "positive_rate_pred": 0.5505780346820809,
  "task": "misalignment_detection",
  "input": "motion+visual/audio pair -> aligned vs shifted by 8 windows",
  "split": "chronological",
  "num_samples": 2306,
  "num_train_samples": 1614,
  "num_test_samples": 692,
  "feature_dim": 7511,
  "model": "neural_mlp",
  "head": "z-score -> MLP binary softmax",
  "neural_epochs": 80,
  "neural_hidden_dim": 128,
  "neural_batch_size": 128,
  "neural_learning_rate": 0.001,
  "neural_weight_decay": 0.0001,
  "neural_dropout": 0.1,
  "neural_device": "cpu",
  "train_final_loss": 0.010604870708167664,
  "train_final_accuracy": 0.9956629491945477,
  "task_display_name": "Multimodal Synchronization Detection"
}