def reset(self):
"""Resets the KMeans functions and average values.
Resets: train, predict, avg_iterations, avg_error
"""
self._init_func()
if self.draw:
init_plot()
self.avg_iterations = 0
self.avg_error = 0
def __init__(self, draw, output, k, incremental=True, figsize=(15, 8)):
self.draw = draw
self.output = output
self.k = k
self.incremental = incremental
self.avg_iterations = 0
self.avg_error = 0
self._init_func()
self.centroids = None
if draw:
init_plot(figsize)
def __init__(self, draw, output, k, incremental=True, figsize=(15, 8)):
self.draw = draw
self.output = output
self.k = k
self.incremental = incremental
self.avg_iterations = 0
self.avg_error = 0
self._init_func()
self.centroids = None
if draw:
init_plot(figsize)
def reset(self):
"""Resets the KMeans functions and average values.
Resets: train, predict, avg_iterations, avg_error
"""
self._init_func()
if self.draw:
init_plot()
self.avg_iterations = 0
self.avg_error = 0