manual close btn

NN/utils/data_interface.py

@@ -209,8 +209,8 @@ class DataInterface:
         curr_close = data[window_size-1:-1, 3]
         price_changes = (next_close - curr_close) / curr_close
         
-        # Define thresholds for price movement classification
-        threshold = 0.0005  # 0.05% threshold - smaller to encourage more signals
+    # Define thresholds for price movement classification
+    threshold = 0.001  # 0.10% threshold - prefer bigger moves to beat fees
         y = np.zeros(len(price_changes), dtype=int)
         y[price_changes > threshold] = 2  # Up
         y[price_changes < -threshold] = 0  # Down

NN/utils/signal_interpreter.py

@@ -50,7 +50,7 @@ class SignalInterpreter:
         self.oscillation_filter_enabled = self.config.get('oscillation_filter_enabled', False)  # Disable oscillation filter by default
         
         # Sensitivity parameters
-        self.min_price_movement = self.config.get('min_price_movement', 0.0001)  # Lower price movement threshold
+        self.min_price_movement = self.config.get('min_price_movement', 0.001)  # Align with deadzone; prefer bigger moves
         self.hold_cooldown = self.config.get('hold_cooldown', 1)  # Shorter hold cooldown
         self.consecutive_signals_required = self.config.get('consecutive_signals_required', 1)  # Require only one signal