Error while running learn.py file

[Chowdeshetty]

Traceback (most recent call last): File "learn.py", line 68, in main() File "learn.py", line 55, in main reconstruction = learn_utils.reconstruct(data, window, clusterer) File "/Users/hotify/Downloads/thermometr-master/models/learn_utils.py", line 63, in reconstruct nearest_match_idx = clusterer.predict(segment)[0] File "/usr/local/lib/python2.7/site-packages/sklearn/cluster/kmeans.py", line 981, in predict X = self._check_test_data(X) File "/usr/local/lib/python2.7/site-packages/sklearn/cluster/kmeans.py", line 865, in _check_test_data X = check_array(X, accept_sparse='csr', dtype=FLOAT_DTYPES) File "/usr/local/lib/python2.7/site-packages/sklearn/utils/validation.py", line 410, in check_array "if it contains a single sample.".format(array)) ValueError: Expected 2D array, got 1D array instead: array=[ -0.00000000e+00 -4.09401175e-02 -2.02605471e-01 -1.79236559e-01 -3.11033081e-01 -7.06553985e-01 -6.52694747e-01 -1.69714444e+00 -2.62662292e+00 -5.00261013e+00 -5.04137953e+00 -8.86658290e+00 -7.03503249e+00 -1.03089064e+01 -1.07477659e+01 -8.97691196e+00 9.97434662e-01 5.86241777e+00 1.12460797e+01 9.67316967e+00 1.93452718e+01 1.22433503e+01 6.87858893e+00 -1.05064917e+00 -4.24286111e-01 -5.87425272e+00 -4.47484190e+00 -3.42136389e+00 -1.70274731e+00 -9.31985166e-01 -1.94465558e-01 -3.59942348e-31]. Reshape your data either using array.reshape(-1, 1) if your data has a single feature or array.reshape(1, -1) if it contains a single sample.

[3fr61n]

Same problem here.... :)

[mrahtz]

Don't think I'll have time to fix this at the moment, but happy to receive a pull request.

[asalliou]

This issue is fixed in this implementation : https://github.com/LeeDoYup/Anomaly-Detection-with-K-means

[Yasaman-Alavi]

I am having the same error :((