comparison notebooks/test_hubness.ipynb @ 18:ed109218dd4b branch-tests

rename result scripts and more tests

     "\n",
     "%load_ext autoreload\n",
     "%autoreload 2\n",
     "\n",
     "sys.path.append('../')\n",
-    "import scripts.results as results\n",
+    "import scripts.outliers as outliers\n",
     "import scripts.utils_spatial as utils_spatial"
    ]
   },
   {
    "cell_type": "code",

      ]
     }
    ],
    "source": [
     "X_list, Y, Yaudio = pickle.load(open('../data/lda_data_melodia_8.pickle','rb'))\n",
-    "ddf = results.load_metadata(Yaudio, metadata_file='../data/metadata.csv')\n",
+    "ddf = outliers.load_metadata(Yaudio, metadata_file='../data/metadata.csv')\n",
     "w, data_countries = utils_spatial.get_neighbors_for_countries_in_dataset(Y)\n",
     "w_dict = utils_spatial.from_weights_to_dict(w, data_countries)\n",
     "Xrhy, Xmel, Xmfc, Xchr = X_list\n",
     "X = np.concatenate((Xrhy, Xmel, Xmfc, Xchr), axis=1)\n",
     "\n",
     "# global outliers\n",
-    "df_global, threshold, MD = results.get_outliers_df(X, Y, chi2thr=0.999)"
+    "df_global, threshold, MD = outliers.get_outliers_df(X, Y, chi2thr=0.999)"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 3,