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Features #21

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a76c61c
Renombres apopiados
tlofano Nov 20, 2019
fa8f441
One Hot por concatenacion de 2 columnas
tlofano Nov 20, 2019
074750a
Cantidad de propiedades con mismo especificacion, agrupado
tlofano Nov 23, 2019
c094bc6
cantidad_attr
tlofano Nov 23, 2019
24b7ebc
ranking por atributos
tlofano Nov 23, 2019
6ce9d33
Funcion generadora
tlofano Nov 23, 2019
be2ee66
Correccion en columnas categoricas
tlofano Nov 26, 2019
85b4d40
Sin ohe
tlofano Dec 1, 2019
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207 changes: 18 additions & 189 deletions features-NLTK.ipynb → featuresNLTK.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@
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{
Expand All @@ -28,7 +28,7 @@
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Expand All @@ -40,7 +40,7 @@
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Expand All @@ -61,7 +61,7 @@
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Expand All @@ -87,7 +87,7 @@
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Expand Down Expand Up @@ -120,7 +120,7 @@
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{
"cell_type": "code",
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"execution_count": null,
"metadata": {},
"outputs": [
{
Expand All @@ -130,99 +130,18 @@
"La cantidad de publicaciones con titulo no nulo es: 234613\n",
"La cantidad total de publicaciones es: 240000\n"
]
},
{
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"<div>\n",
"<style scoped>\n",
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" id titulo \\\n",
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"source": [
"# Ejemplo de uso de las palabras mas frecuentes\n",
"\n",
"df_palabras = feature_cantidad_mas_frecuentes(df_train, 'titulo', 200)\n",
"df_palabras[['id', 'titulo', 'cant_palabras_mas_frecuentes_titulo']].head()"
"def ejemplo():\n",
" # Ejemplo de uso de las palabras mas frecuentes\n",
" df_palabras = feature_cantidad_mas_frecuentes(df_train, 'titulo', 200)\n",
" df_palabras[['id', 'titulo', 'cant_palabras_mas_frecuentes_titulo']].head()"
]
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Expand All @@ -248,7 +167,7 @@
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Expand Down Expand Up @@ -281,104 +200,14 @@
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"text": [
"La cantidad de publicaciones con titulo no nulo es: 234613\n",
"La cantidad total de publicaciones es: 240000\n"
]
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" <th>3</th>\n",
" <td>209067</td>\n",
" <td>casa sola en toluca zinacantepec con credito i...</td>\n",
" <td>0.0</td>\n",
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" id titulo \\\n",
"0 254099 depto. tipo a-402 \n",
"1 53461 condominio horizontal en venta \n",
"2 247984 casa en venta urbi 3 recamaras tonala \n",
"3 209067 casa sola en toluca zinacantepec con credito i... \n",
"4 185997 paseos del sol \n",
"\n",
" cant_palabras_menos_frecuentes_titulo \n",
"0 0.0 \n",
"1 0.0 \n",
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"execution_count": 9,
"metadata": {},
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}
],
"outputs": [],
"source": [
"# Ejemplo de uso de las palabras menos frecuentes\n",
"\n",
"df_palabras = feature_cantidad_menos_frecuentes(df_train, 'titulo', 200)\n",
"df_palabras[['id', 'titulo', 'cant_palabras_menos_frecuentes_titulo']].head()"
"def ejemplo():\n",
" # Ejemplo de uso de las palabras menos frecuentes\n",
" df_palabras = feature_cantidad_menos_frecuentes(df_train, 'titulo', 200)\n",
" df_palabras[['id', 'titulo', 'cant_palabras_menos_frecuentes_titulo']].head()"
]
}
],
Expand Down
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