{
  "fetched_at": "2026-10-20T00:16:14Z",
  "source_url": "https://www.kaggle.com/competitions/aia-xt1-dl-kaggle/data",
  "pages": [
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      "name": "data-description",
      "content": "# File description\ntrain.csv - the training set\n\ntest.csv - the test set\n\nsampleSubmission.csv - a sample submission file in the correct format\n\n## 資料包括之欄位如下:\nElevation - Elevation in meters\n\nAspect - Aspect in degrees azimuth\n\nSlope - Slope in degrees\n\nHorizontal_Distance_To_Hydrology - Horz Dist to nearest surface water features\n\nVertical_Distance_To_Hydrology - Vert Dist to nearest surface water features\n\nHorizontal_Distance_To_Roadways - Horz Dist to nearest roadway\n\nHillshade_9am (0 to 255 index) - Hillshade index at 9am, summer solstice\n\nHillshade_Noon (0 to 255 index) - Hillshade index at noon, summer solstice\n\nHillshade_3pm (0 to 255 index) - Hillshade index at 3pm, summer solstice\n\nHorizontal_Distance_To_Fire_Points - Horz Dist to nearest wildfire ignition points\n\nWilderness_Area (4 binary columns, 0 = absence or 1 = presence) - Wilderness area designation\n\nSoil_Type (40 binary columns, 0 = absence or 1 = presence) - Soil Type designation\n\nCover_Type (7 types, integers 0 to 6) - Forest Cover Type designation\n\nThe wilderness areas are:\n\n- 1 - Rawah Wilderness Area\n- 2 - Neota Wilderness Area\n- 3 - Comanche Peak Wilderness Area\n- 4 - Cache la Poudre Wilderness Area\nThe soil types are:\n\n- Cathedral family - Rock outcrop complex, extremely stony.\n- Vanet - Ratake families complex, very stony.\n- Haploborolis - Rock outcrop complex, rubbly.\n- Ratake family - Rock outcrop complex, rubbly.\n- Vanet family - Rock outcrop complex complex, rubbly.\n- Vanet - Wetmore families - Rock outcrop complex, stony. Gothic family.\n- Supervisor - Limber families complex.\n- Troutville family, very stony.\n- Bullwark - Catamount families - Rock outcrop complex, rubbly.\n- Bullwark - Catamount families - Rock land complex, rubbly.\n- Legault family - Rock land complex, stony.\n- Catamount family - Rock land - Bullwark family complex, rubbly.\n- Pachic Argiborolis - Aquolis complex.\nunspecified in the USFS Soil and ELU Survey.\n- Cryaquolis - Cryoborolis complex.\n- Gateview family - Cryaquolis complex.\n- Rogert family, very stony.\n- Typic Cryaquolis - Borohemists complex.\n- Typic Cryaquepts - Typic Cryaquolls complex.\n- Typic Cryaquolls - Leighcan family, till substratum complex.\n- Leighcan family, till substratum, extremely bouldery.\n- Leighcan family, till substratum - Typic Cryaquolls complex.\n- Leighcan family, extremely stony.\n- Leighcan family, warm, extremely stony.\n- Granile - Catamount families complex, very stony.\n- Leighcan family, warm - Rock outcrop complex, extremely stony.\n- Leighcan family - Rock outcrop complex, extremely stony.\n- Como - Legault families complex, extremely stony.\n- Como family - Rock land - Legault family complex, extremely stony.\n- Leighcan - Catamount families complex, extremely stony.\n- Catamount family - Rock outcrop - Leighcan family complex, extremely stony.\n- Leighcan - Catamount families - Rock outcrop complex, extremely stony.\n- Cryorthents - Rock land complex, extremely stony.\n- Cryumbrepts - Rock outcrop - Cryaquepts complex.\n- Bross family - Rock land - Cryumbrepts complex, extremely stony.\n- Rock outcrop - Cryumbrepts - Cryorthents complex, extremely stony.\n- Leighcan - Moran families - Cryaquolls complex, extremely stony.\n- Moran family - Cryorthents - Leighcan family complex, extremely stony.\n- Moran family - Cryorthents - Rock land complex, extremely stony.",
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    {
      "name": "Description",
      "content": "# 分類不同森林的類型\n## 題目類型 - 分類問題：\n共有7總類型森林 , 分別為 class 1, 2, 3, 4, 5 , 6 or 7 ，其中\n\n- Spruce/Fir\n- Lodgepole Pine\n- Ponderosa Pine\n- Cottonwood/Willow\n- Aspen\n- Douglas-fir\n- Krummholz\n## 問題：\n預測森林的類型 (1, 2, 3, 4, 5 , 6 , 7)\n\n## 練習方向：\n- Data preprocessing and feature engineering\n- DNN model construction and hyper-parameter tuning\n- Metrics: Accuracy\n## 通過條件：\n超越 Public baseline\n\n## 上傳次數：\n一天可以上傳20次，上傳時，Team Name請以您的學號命名，如\nxt113999",
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    {
      "name": "Evaluation",
      "content": "# Metrics\nThe evaluation metric for this competition is [Accuracy-Score](https://en.wikipedia.org/wiki/Accuracy_and_precision).\n\n\n",
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    {
      "name": "rules",
      "content": "可以多跟同學討論如何建立模型\n\n - Have fun!",
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