def reset(self): """Resets the KMeans functions and average values. Resets: train, predict, avg_error """ self._init_func() if self.draw: init_plot() self.avg_error = 0
def __init__(self, draw, output, incremental=True, alpha=0.01, figsize=(15, 8)): self.draw = draw self.output = output self.avg_error = 0 self.incremental = incremental self._init_func() self.w = 0 self.alpha = alpha if draw: init_plot(figsize)