Shouldn't re-run if self.fitted already set. So avoid that when you call fit()

Author: mmichelsonIF

dsbox/overfitdetector/detector.py

@@ -73,7 +73,12 @@ def produce(self, *, inputs: Sequence[Input], timeout: float = None, iterations:
     def fit(self, *, timeout: float = None, iterations: int = None):
         if iterations is not None:
             self.n_sample_iterations = iterations
-        self.confidence = self.produce(inputs=self.training_inputs, iterations=iterations)
+
+        if not self.fitted:
+            self.confidence = self.produce(inputs=self.training_inputs, iterations=iterations)
+        else:
+            self.__logger.debug("Already self.fitted so using prev confidence")
+
         self.fitted = True
 
     def get_confidence(self):