Iris Dataset

Iris is a genus of species of flowering plants with showy flowers. It is a popular garden flower. Irises are perennial plants, growing from creeping rhizomes (rhizomatous irises) or, in drier climates, from bulbs (bulbous irises). They have long, erect flowering stems which may be simple or branched, solid or hollow, and flattened or have a circular cross-section. The rhizomatous species usually have 3–10 basal sword-shaped leaves growing in dense clumps.  Image result for iris flower
The bulbous species have cylindrical, basal leaves. The inflorescences are in the shape of a fan and contain one or more symmetrical six-lobed flowers. These grow on a pedicel or peduncle. The three sepals, which are usually spreading or droop downwards, are referred to as "falls". They expand from their narrow base, into a broader expanded portion and can be adorned with veining, lines or dots.
Theiris dataset contains a set of 150 records from three species of Iris (Iris setosa, Iris virginica and Iris versicolor) under 5 attributes - Petal Length , Petal Width , Sepal Length , Sepal width and Class.  Four features were measured from each sample: the length and the width of the sepals and petals, in centimetres. Based on the combination of these four features, we develope a Support Vector discriminant model to distinguish the species from each other.
 

Sepal Length Sepal Width Petal Length Petal Width Prediction
       

Iris Dataser
Sepal LengthSepal WidthPetal lengthPetal widthClass Name
5.13.51.40.20
4.931.40.20
4.73.21.30.20
4.63.11.50.20
53.61.40.20
5.43.91.70.40
4.63.41.40.30
53.41.50.20
4.42.91.40.20
4.93.11.50.10
5.43.71.50.20
4.83.41.60.20
4.831.40.10
4.331.10.10
5.841.20.20
5.74.41.50.40
5.43.91.30.40
5.13.51.40.30
5.73.81.70.30
5.13.81.50.30
5.43.41.70.20
5.13.71.50.40
4.63.610.20
5.13.31.70.50
4.83.41.90.20
531.60.20
53.41.60.40
5.23.51.50.20
5.23.41.40.20
4.73.21.60.20
4.83.11.60.20
5.43.41.50.40
5.24.11.50.10
5.54.21.40.20
4.93.11.50.10
53.21.20.20
5.53.51.30.20
4.93.11.50.10
4.431.30.20
5.13.41.50.20
53.51.30.30
4.52.31.30.30
4.43.21.30.20
53.51.60.60
5.13.81.90.40
4.831.40.30
5.13.81.60.20
4.63.21.40.20
5.33.71.50.20
53.31.40.20
73.24.71.41
6.43.24.51.51
6.93.14.91.51
5.52.341.31
6.52.84.61.51
5.72.84.51.31
6.33.34.71.61
4.92.43.311
6.62.94.61.31
5.22.73.91.41
523.511
5.934.21.51
62.2411
6.12.94.71.41
5.62.93.61.31
6.73.14.41.41
5.634.51.51
5.82.74.111
6.22.24.51.51
5.62.53.91.11
5.93.24.81.81
6.12.841.31
6.32.54.91.51
6.12.84.71.21
6.42.94.31.31
6.634.41.41
6.82.84.81.41
6.7351.71
62.94.51.51
5.72.63.511
5.52.43.81.11
5.52.43.711
5.82.73.91.21
62.75.11.61
5.434.51.51
63.44.51.61
6.73.14.71.51
6.32.34.41.31
5.634.11.31
5.52.541.31
5.52.64.41.21
6.134.61.41
5.82.641.21
52.33.311
5.62.74.21.31
5.734.21.21
5.72.94.21.31
6.22.94.31.31
5.12.531.11
5.72.84.11.31
6.33.362.52
5.82.75.11.92
7.135.92.12
6.32.95.61.82
6.535.82.22
7.636.62.12
4.92.54.51.72
7.32.96.31.82
6.72.55.81.82
7.23.66.12.52
6.53.25.122
6.42.75.31.92
6.835.52.12
5.72.5522
5.82.85.12.42
6.43.25.32.32
6.535.51.82
7.73.86.72.22
7.72.66.92.32
62.251.52
6.93.25.72.32
5.62.84.922
7.72.86.722
6.32.74.91.82
6.73.35.72.12
7.23.261.82
6.22.84.81.82
6.134.91.82
6.42.85.62.12
7.235.81.62
7.42.86.11.92
7.93.86.422
6.42.85.62.22
6.32.85.11.52
6.12.65.61.42
7.736.12.32
6.33.45.62.42
6.43.15.51.82
634.81.82
6.93.15.42.12
6.73.15.62.42
6.93.15.12.32
5.82.75.11.92
6.83.25.92.32
6.73.35.72.52
6.735.22.32
6.32.551.92
6.535.222
6.23.45.42.32