"p_nn = computeForecast(data, indices_ch, \"Neighbors\", \"Neighbors\", horizon=H)\n",
"p_nn = computeForecast(data, indices_ch, \"Neighbors\", \"Neighbors\", horizon=H)\n",
- "p_nn2 = computeForecast(data, indices_ch, \"Neighbors2\", \"Neighbors\", horizon=H)\n",
+ "p_nn2 = computeForecast(data, indices_ch, \"Neighbors2\", \"Zero\", horizon=H)\n",
"p_az = computeForecast(data, indices_ch, \"Average\", \"Zero\", horizon=H)\n",
"p_pz = computeForecast(data, indices_ch, \"Persistence\", \"Zero\", horizon=H, same_day=TRUE)"
]
"p_az = computeForecast(data, indices_ch, \"Average\", \"Zero\", horizon=H)\n",
"p_pz = computeForecast(data, indices_ch, \"Persistence\", \"Zero\", horizon=H, same_day=TRUE)"
]
"outputs": [],
"source": [
"e_nn = computeError(data, p_nn, H)\n",
"outputs": [],
"source": [
"e_nn = computeError(data, p_nn, H)\n",
- "#plotFilamentsBox(data, f_np); title(paste(\"FilBox nn day\",i_np))\n",
- "#plotFilamentsBox(data, f_p); title(paste(\"FilBox nn day\",i_p))\n",
+ "plotFilamentsBox(data, f_np); title(paste(\"FilBox nn day\",i_np))\n",
+ "plotFilamentsBox(data, f_p); title(paste(\"FilBox nn day\",i_p))\n",
- "plotFilamentsBox(data, f_np2); title(paste(\"FilBox nn2 day\",i_np))\n",
+ "# Generally too few neighbors:\n",
+ "#plotFilamentsBox(data, f_np2); title(paste(\"FilBox nn2 day\",i_np))\n",
"outputs": [],
"source": [
"# Fenêtres sélectionnées dans ]0,7] / nn à gauche, nn2 à droite\n",
"outputs": [],
"source": [
"# Fenêtres sélectionnées dans ]0,7] / nn à gauche, nn2 à droite\n",
"outputs": [],
"source": [
"p_nn = computeForecast(data, indices_ep, \"Neighbors\", \"Neighbors\", horizon=H)\n",
"outputs": [],
"source": [
"p_nn = computeForecast(data, indices_ep, \"Neighbors\", \"Neighbors\", horizon=H)\n",
"outputs": [],
"source": [
"e_nn = computeError(data, p_nn, H)\n",
"outputs": [],
"source": [
"e_nn = computeError(data, p_nn, H)\n",
"outputs": [],
"source": [
"par(mfrow=c(1,2))\n",
"plotFilamentsBox(data, f_np); title(paste(\"FilBox nn day\",i_np))\n",
"plotFilamentsBox(data, f_p); title(paste(\"FilBox nn day\",i_p))\n",
"\n",
"outputs": [],
"source": [
"par(mfrow=c(1,2))\n",
"plotFilamentsBox(data, f_np); title(paste(\"FilBox nn day\",i_np))\n",
"plotFilamentsBox(data, f_p); title(paste(\"FilBox nn day\",i_p))\n",
"\n",
- "plotFilamentsBox(data, f_np2); title(paste(\"FilBox nn2 day\",i_np))\n",
- "plotFilamentsBox(data, f_p2); title(paste(\"FilBox nn2 day\",i_p))"
+ "# Generally too few neighbors:\n",
+ "#plotFilamentsBox(data, f_np2); title(paste(\"FilBox nn2 day\",i_np))\n",
+ "#plotFilamentsBox(data, f_p2); title(paste(\"FilBox nn2 day\",i_p))"
"outputs": [],
"source": [
"# Fenêtres sélectionnées dans ]0,7] / nn à gauche, nn2 à droite\n",
"outputs": [],
"source": [
"# Fenêtres sélectionnées dans ]0,7] / nn à gauche, nn2 à droite\n",
"outputs": [],
"source": [
"p_nn = computeForecast(data, indices_np, \"Neighbors\", \"Neighbors\", horizon=H)\n",
"outputs": [],
"source": [
"p_nn = computeForecast(data, indices_np, \"Neighbors\", \"Neighbors\", horizon=H)\n",
"outputs": [],
"source": [
"e_nn = computeError(data, p_nn, H)\n",
"outputs": [],
"source": [
"e_nn = computeError(data, p_nn, H)\n",
"outputs": [],
"source": [
"par(mfrow=c(1,2))\n",
"plotFilamentsBox(data, f_np); title(paste(\"FilBox nn day\",i_np))\n",
"plotFilamentsBox(data, f_p); title(paste(\"FilBox nn day\",i_p))\n",
"\n",
"outputs": [],
"source": [
"par(mfrow=c(1,2))\n",
"plotFilamentsBox(data, f_np); title(paste(\"FilBox nn day\",i_np))\n",
"plotFilamentsBox(data, f_p); title(paste(\"FilBox nn day\",i_p))\n",
"\n",
- "plotFilamentsBox(data, f_np2); title(paste(\"FilBox nn2 day\",i_np))\n",
- "plotFilamentsBox(data, f_p2); title(paste(\"FilBox nn2 day\",i_p))"
+ "# Generally too few neighbors:\n",
+ "#plotFilamentsBox(data, f_np2); title(paste(\"FilBox nn2 day\",i_np))\n",
+ "#plotFilamentsBox(data, f_p2); title(paste(\"FilBox nn2 day\",i_p))"
"outputs": [],
"source": [
"# Fenêtres sélectionnées dans ]0,7] / nn à gauche, nn2 à droite\n",
"outputs": [],
"source": [
"# Fenêtres sélectionnées dans ]0,7] / nn à gauche, nn2 à droite\n",