updated documentation
This commit is contained in:
		| @ -1057,76 +1057,34 @@ | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 49, | ||||
|    "execution_count": 59, | ||||
|    "metadata": {}, | ||||
|    "outputs": [], | ||||
|    "source": [ | ||||
|     "def train():\n", | ||||
|     "def train(max_size = 10000):\n", | ||||
|     "    clf = OVRC(DTC())\n", | ||||
|     "\n", | ||||
|     "    clf.fit(vec_train[:10000], y1[:10000])\n", | ||||
|     "    clf.fit(vec_train[:max_size], y1[:max_size])\n", | ||||
|     "    \n", | ||||
|     "    return clf" | ||||
|    ] | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 50, | ||||
|    "execution_count": null, | ||||
|    "metadata": {}, | ||||
|    "outputs": [ | ||||
|     { | ||||
|      "name": "stderr", | ||||
|      "output_type": "stream", | ||||
|      "text": [ | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 889 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 897 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 898 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 901 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 902 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 903 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 907 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 908 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 909 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 910 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 911 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 913 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 914 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 915 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 918 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 919 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 924 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 925 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 926 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 927 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n", | ||||
|       "/home/jonas/.local/lib/python3.6/site-packages/sklearn/multiclass.py:76: UserWarning: Label not 928 is present in all training examples.\n", | ||||
|       "  str(classes[c]))\n" | ||||
|      ] | ||||
|     } | ||||
|    ], | ||||
|    "outputs": [], | ||||
|    "source": [ | ||||
|     "clf = train()" | ||||
|    ] | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "markdown", | ||||
|    "metadata": {}, | ||||
|    "source": [ | ||||
|     "* make a prediction and store it in a csv file:" | ||||
|    ] | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 51, | ||||
| @ -1675,13 +1633,20 @@ | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 52, | ||||
|    "execution_count": 60, | ||||
|    "metadata": {}, | ||||
|    "outputs": [], | ||||
|    "source": [ | ||||
|     "testlist.to_csv('test.csv')" | ||||
|    ] | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "markdown", | ||||
|    "metadata": {}, | ||||
|    "source": [ | ||||
|     "* a simple output widget for testing:" | ||||
|    ] | ||||
|   }, | ||||
|   { | ||||
|    "cell_type": "code", | ||||
|    "execution_count": 58, | ||||
|  | ||||
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