TensorFlow入門教程：8：訓練資料之Iris資料集
阿新 • • 發佈：2018-12-12
資料集資訊
三個種類
資料集主要包括如下三個種類鳶尾花的資料，每種50條資料
| 類別 | 名稱 |
|---|---|
| Iris Setosa | 山鳶尾 |
| Iris Versicolour | 雜色鳶尾 |
| Iris Virginica | 維吉尼亞鳶尾 |
四個特徵
每條資料都從鳶尾花的如下四個特徵進行描述
| 特徵 | 說明 |
|---|---|
| Sepal.Length | 花萼長度 |
| Sepal.Width | 花萼寬度 |
| Petal.Length | 花瓣長度 |
| Petal.Width | 花瓣寬度 |
下載地址
可以從如下地址進行下載150條資料：
也可以tensorflow的官網演示資料中下載訓練和驗證資料
資料詳細
| 花萼長度 | 花萼寬度 | 花瓣長度 | 花瓣寬度 | 類別 |
|---|---|---|---|---|
| 5.1 | 3.5 | 1.4 | 0.2 | Iris-setosa |
| 4.9 | 3.0 | 1.4 | 0.2 | Iris-setosa |
| 4.7 | 3.2 | 1.3 | 0.2 | Iris-setosa |
| 4.6 | 3.1 | 1.5 | 0.2 | Iris-setosa |
| 5.0 | 3.6 | 1.4 | 0.2 | Iris-setosa |
| 5.4 | 3.9 | 1.7 | 0.4 | Iris-setosa |
| 4.6 | 3.4 | 1.4 | 0.3 | Iris-setosa |
| 5.0 | 3.4 | 1.5 | 0.2 | Iris-setosa |
| 4.4 | 2.9 | 1.4 | 0.2 | Iris-setosa |
| 4.9 | 3.1 | 1.5 | 0.1 | Iris-setosa |
| 5.4 | 3.7 | 1.5 | 0.2 | Iris-setosa |
| 4.8 | 3.4 | 1.6 | 0.2 | Iris-setosa |
| 4.8 | 3.0 | 1.4 | 0.1 | Iris-setosa |
| 4.3 | 3.0 | 1.1 | 0.1 | Iris-setosa |
| 5.8 | 4.0 | 1.2 | 0.2 | Iris-setosa |
| 5.7 | 4.4 | 1.5 | 0.4 | Iris-setosa |
| 5.4 | 3.9 | 1.3 | 0.4 | Iris-setosa |
| 5.1 | 3.5 | 1.4 | 0.3 | Iris-setosa |
| 5.7 | 3.8 | 1.7 | 0.3 | Iris-setosa |
| 5.1 | 3.8 | 1.5 | 0.3 | Iris-setosa |
| 5.4 | 3.4 | 1.7 | 0.2 | Iris-setosa |
| 5.1 | 3.7 | 1.5 | 0.4 | Iris-setosa |
| 4.6 | 3.6 | 1.0 | 0.2 | Iris-setosa |
| 5.1 | 3.3 | 1.7 | 0.5 | Iris-setosa |
| 4.8 | 3.4 | 1.9 | 0.2 | Iris-setosa |
| 5.0 | 3.0 | 1.6 | 0.2 | Iris-setosa |
| 5.0 | 3.4 | 1.6 | 0.4 | Iris-setosa |
| 5.2 | 3.5 | 1.5 | 0.2 | Iris-setosa |
| 5.2 | 3.4 | 1.4 | 0.2 | Iris-setosa |
| 4.7 | 3.2 | 1.6 | 0.2 | Iris-setosa |
| 4.8 | 3.1 | 1.6 | 0.2 | Iris-setosa |
| 5.4 | 3.4 | 1.5 | 0.4 | Iris-setosa |
| 5.2 | 4.1 | 1.5 | 0.1 | Iris-setosa |
| 5.5 | 4.2 | 1.4 | 0.2 | Iris-setosa |
| 4.9 | 3.1 | 1.5 | 0.1 | Iris-setosa |
| 5.0 | 3.2 | 1.2 | 0.2 | Iris-setosa |
| 5.5 | 3.5 | 1.3 | 0.2 | Iris-setosa |
| 4.9 | 3.1 | 1.5 | 0.1 | Iris-setosa |
| 4.4 | 3.0 | 1.3 | 0.2 | Iris-setosa |
| 5.1 | 3.4 | 1.5 | 0.2 | Iris-setosa |
| 5.0 | 3.5 | 1.3 | 0.3 | Iris-setosa |
| 4.5 | 2.3 | 1.3 | 0.3 | Iris-setosa |
| 4.4 | 3.2 | 1.3 | 0.2 | Iris-setosa |
| 5.0 | 3.5 | 1.6 | 0.6 | Iris-setosa |
| 5.1 | 3.8 | 1.9 | 0.4 | Iris-setosa |
| 4.8 | 3.0 | 1.4 | 0.3 | Iris-setosa |
| 5.1 | 3.8 | 1.6 | 0.2 | Iris-setosa |
| 4.6 | 3.2 | 1.4 | 0.2 | Iris-setosa |
| 5.3 | 3.7 | 1.5 | 0.2 | Iris-setosa |
| 5.0 | 3.3 | 1.4 | 0.2 | Iris-setosa |
| 7.0 | 3.2 | 4.7 | 1.4 | Iris-versicolor |
| 6.4 | 3.2 | 4.5 | 1.5 | Iris-versicolor |
| 6.9 | 3.1 | 4.9 | 1.5 | Iris-versicolor |
| 5.5 | 2.3 | 4.0 | 1.3 | Iris-versicolor |
| 6.5 | 2.8 | 4.6 | 1.5 | Iris-versicolor |
| 5.7 | 2.8 | 4.5 | 1.3 | Iris-versicolor |
| 6.3 | 3.3 | 4.7 | 1.6 | Iris-versicolor |
| 4.9 | 2.4 | 3.3 | 1.0 | Iris-versicolor |
| 6.6 | 2.9 | 4.6 | 1.3 | Iris-versicolor |
| 5.2 | 2.7 | 3.9 | 1.4 | Iris-versicolor |
| 5.0 | 2.0 | 3.5 | 1.0 | Iris-versicolor |
| 5.9 | 3.0 | 4.2 | 1.5 | Iris-versicolor |
| 6.0 | 2.2 | 4.0 | 1.0 | Iris-versicolor |
| 6.1 | 2.9 | 4.7 | 1.4 | Iris-versicolor |
| 5.6 | 2.9 | 3.6 | 1.3 | Iris-versicolor |
| 6.7 | 3.1 | 4.4 | 1.4 | Iris-versicolor |
| 5.6 | 3.0 | 4.5 | 1.5 | Iris-versicolor |
| 5.8 | 2.7 | 4.1 | 1.0 | Iris-versicolor |
| 6.2 | 2.2 | 4.5 | 1.5 | Iris-versicolor |
| 5.6 | 2.5 | 3.9 | 1.1 | Iris-versicolor |
| 5.9 | 3.2 | 4.8 | 1.8 | Iris-versicolor |
| 6.1 | 2.8 | 4.0 | 1.3 | Iris-versicolor |
| 6.3 | 2.5 | 4.9 | 1.5 | Iris-versicolor |
| 6.1 | 2.8 | 4.7 | 1.2 | Iris-versicolor |
| 6.4 | 2.9 | 4.3 | 1.3 | Iris-versicolor |
| 6.6 | 3.0 | 4.4 | 1.4 | Iris-versicolor |
| 6.8 | 2.8 | 4.8 | 1.4 | Iris-versicolor |
| 6.7 | 3.0 | 5.0 | 1.7 | Iris-versicolor |
| 6.0 | 2.9 | 4.5 | 1.5 | Iris-versicolor |
| 5.7 | 2.6 | 3.5 | 1.0 | Iris-versicolor |
| 5.5 | 2.4 | 3.8 | 1.1 | Iris-versicolor |
| 5.5 | 2.4 | 3.7 | 1.0 | Iris-versicolor |
| 5.8 | 2.7 | 3.9 | 1.2 | Iris-versicolor |
| 6.0 | 2.7 | 5.1 | 1.6 | Iris-versicolor |
| 5.4 | 3.0 | 4.5 | 1.5 | Iris-versicolor |
| 6.0 | 3.4 | 4.5 | 1.6 | Iris-versicolor |
| 6.7 | 3.1 | 4.7 | 1.5 | Iris-versicolor |
| 6.3 | 2.3 | 4.4 | 1.3 | Iris-versicolor |
| 5.6 | 3.0 | 4.1 | 1.3 | Iris-versicolor |
| 5.5 | 2.5 | 4.0 | 1.3 | Iris-versicolor |
| 5.5 | 2.6 | 4.4 | 1.2 | Iris-versicolor |
| 6.1 | 3.0 | 4.6 | 1.4 | Iris-versicolor |
| 5.8 | 2.6 | 4.0 | 1.2 | Iris-versicolor |
| 5.0 | 2.3 | 3.3 | 1.0 | Iris-versicolor |
| 5.6 | 2.7 | 4.2 | 1.3 | Iris-versicolor |
| 5.7 | 3.0 | 4.2 | 1.2 | Iris-versicolor |
| 5.7 | 2.9 | 4.2 | 1.3 | Iris-versicolor |
| 6.2 | 2.9 | 4.3 | 1.3 | Iris-versicolor |
| 5.1 | 2.5 | 3.0 | 1.1 | Iris-versicolor |
| 5.7 | 2.8 | 4.1 | 1.3 | Iris-versicolor |
| 6.3 | 3.3 | 6.0 | 2.5 | Iris-virginica |
| 5.8 | 2.7 | 5.1 | 1.9 | Iris-virginica |
| 7.1 | 3.0 | 5.9 | 2.1 | Iris-virginica |
| 6.3 | 2.9 | 5.6 | 1.8 | Iris-virginica |
| 6.5 | 3.0 | 5.8 | 2.2 | Iris-virginica |
| 7.6 | 3.0 | 6.6 | 2.1 | Iris-virginica |
| 4.9 | 2.5 | 4.5 | 1.7 | Iris-virginica |
| 7.3 | 2.9 | 6.3 | 1.8 | Iris-virginica |
| 6.7 | 2.5 | 5.8 | 1.8 | Iris-virginica |
| 7.2 | 3.6 | 6.1 | 2.5 | Iris-virginica |
| 6.5 | 3.2 | 5.1 | 2.0 | Iris-virginica |
| 6.4 | 2.7 | 5.3 | 1.9 | Iris-virginica |
| 6.8 | 3.0 | 5.5 | 2.1 | Iris-virginica |
| 5.7 | 2.5 | 5.0 | 2.0 | Iris-virginica |
| 5.8 | 2.8 | 5.1 | 2.4 | Iris-virginica |
| 6.4 | 3.2 | 5.3 | 2.3 | Iris-virginica |
| 6.5 | 3.0 | 5.5 | 1.8 | Iris-virginica |
| 7.7 | 3.8 | 6.7 | 2.2 | Iris-virginica |
| 7.7 | 2.6 | 6.9 | 2.3 | Iris-virginica |
| 6.0 | 2.2 | 5.0 | 1.5 | Iris-virginica |
| 6.9 | 3.2 | 5.7 | 2.3 | Iris-virginica |
| 5.6 | 2.8 | 4.9 | 2.0 | Iris-virginica |
| 7.7 | 2.8 | 6.7 | 2.0 | Iris-virginica |
| 6.3 | 2.7 | 4.9 | 1.8 | Iris-virginica |
| 6.7 | 3.3 | 5.7 | 2.1 | Iris-virginica |
| 7.2 | 3.2 | 6.0 | 1.8 | Iris-virginica |
| 6.2 | 2.8 | 4.8 | 1.8 | Iris-virginica |
| 6.1 | 3.0 | 4.9 | 1.8 | Iris-virginica |
| 6.4 | 2.8 | 5.6 | 2.1 | Iris-virginica |
| 7.2 | 3.0 | 5.8 | 1.6 | Iris-virginica |
| 7.4 | 2.8 | 6.1 | 1.9 | Iris-virginica |
| 7.9 | 3.8 | 6.4 | 2.0 | Iris-virginica |
| 6.4 | 2.8 | 5.6 | 2.2 | Iris-virginica |
| 6.3 | 2.8 | 5.1 | 1.5 | Iris-virginica |
| 6.1 | 2.6 | 5.6 | 1.4 | Iris-virginica |
| 7.7 | 3.0 | 6.1 | 2.3 | Iris-virginica |
| 6.3 | 3.4 | 5.6 | 2.4 | Iris-virginica |
| 6.4 | 3.1 | 5.5 | 1.8 | Iris-virginica |
| 6.0 | 3.0 | 4.8 | 1.8 | Iris-virginica |
| 6.9 | 3.1 | 5.4 | 2.1 | Iris-virginica |
| 6.7 | 3.1 | 5.6 | 2.4 | Iris-virginica |
| 6.9 | 3.1 | 5.1 | 2.3 | Iris-virginica |
| 5.8 | 2.7 | 5.1 | 1.9 | Iris-virginica |
| 6.8 | 3.2 | 5.9 | 2.3 | Iris-virginica |
| 6.7 | 3.3 | 5.7 | 2.5 | Iris-virginica |
| 6.7 | 3.0 | 5.2 | 2.3 | Iris-virginica |
| 6.3 | 2.5 | 5.0 | 1.9 | Iris-virginica |
| 6.5 | 3.0 | 5.2 | 2.0 | Iris-virginica |
| 6.2 | 3.4 | 5.4 | 2.3 | Iris-virginica |
| 5.9 | 3.0 | 5.1 | 1.8 | Iris-virginica |
Iris資料集和MINST資料集都是非常常用的驗證資料集，對於tensorflow的入門學習很有幫助，相較於MINST動輒幾萬條的資料，Iris這個簡單的資料集更容易上手，接下來會結合不同的演算法進行驗證。