Varnum
| Variables in Creation Order | ||||
|---|---|---|---|---|
| # | Variable | Type | Len | Label |
| 1 | Species | Char | 10 | Iris Species |
| 2 | SepalLength | Num | 8 | Sepal Length (mm) |
| 3 | SepalWidth | Num | 8 | Sepal Width (mm) |
| 4 | PetalLength | Num | 8 | Petal Length (mm) |
| 5 | PetalWidth | Num | 8 | Petal Width (mm) |
結果: les1405.sas
The CONTENTS Procedure
The Contents Procedure
SASHELP.IRIS
The Print Procedure
Data Set SASHELP.IRIS
| Species | SepalLength | SepalWidth | PetalLength | PetalWidth |
|---|---|---|---|---|
| Setosa | 50 | 33 | 14 | 2 |
| Setosa | 46 | 34 | 14 | 3 |
| Setosa | 46 | 36 | 10 | 2 |
| Setosa | 51 | 33 | 17 | 5 |
| Setosa | 55 | 35 | 13 | 2 |
The FREQ Procedure
The Freq Procedure
Table Species
One-Way Frequencies
| Iris Species | ||||
|---|---|---|---|---|
| Species | Frequency | Percent | Cumulative Frequency |
Cumulative Percent |
| Setosa | 50 | 33.33 | 50 | 33.33 |
| Versicolor | 50 | 33.33 | 100 | 66.67 |
| Virginica | 50 | 33.33 | 150 | 100.00 |
The FASTCLUS Procedure
Replace=FULL Radius=0 Maxclusters=3 Maxiter=1
The Fastclus Procedure
Initial Seeds
| Initial Seeds | ||||
|---|---|---|---|---|
| Cluster | SepalLength | SepalWidth | PetalLength | PetalWidth |
| 1 | 77.00000000 | 38.00000000 | 67.00000000 | 22.00000000 |
| 2 | 57.00000000 | 44.00000000 | 15.00000000 | 4.00000000 |
| 3 | 49.00000000 | 25.00000000 | 45.00000000 | 17.00000000 |
Criterion
| Criterion Based on Final Seeds = | 3.7097 |
|---|
Cluster Summary
| Cluster Summary | ||||||
|---|---|---|---|---|---|---|
| Cluster | Frequency | RMS Std Deviation | Maximum Distance from Seed to Observation |
Radius Exceeded |
Nearest Cluster | Distance Between Cluster Centroids |
| 1 | 33 | 3.8831 | 12.9226 | 3 | 18.3409 | |
| 2 | 50 | 2.7803 | 12.4803 | 3 | 34.2516 | |
| 3 | 67 | 4.1797 | 18.5320 | 1 | 18.3409 | |
Statistics for Variables
| Statistics for Variables | ||||
|---|---|---|---|---|
| Variable | Total STD | Within STD | R-Square | RSQ/(1-RSQ) |
| SepalLength | 8.28066 | 4.48242 | 0.710915 | 2.459187 |
| SepalWidth | 4.35866 | 3.24819 | 0.452092 | 0.825123 |
| PetalLength | 17.65298 | 4.29764 | 0.941527 | 16.101961 |
| PetalWidth | 7.62238 | 2.38707 | 0.903243 | 9.335201 |
| OVER-ALL | 10.69224 | 3.70171 | 0.881751 | 7.456709 |
Pseudo F Statistic
| Pseudo F Statistic = | 548.07 |
|---|
Approximate Expected Over-All R-Squared
| Approximate Expected Over-All R-Squared = | 0.62728 |
|---|
Cubic Clustering Criterion
| Cubic Clustering Criterion = | 24.559 |
|---|
WARNING: The two values above are invalid for correlated variables.
Cluster Means
| Cluster Means | ||||
|---|---|---|---|---|
| Cluster | SepalLength | SepalWidth | PetalLength | PetalWidth |
| 1 | 69.00000000 | 30.96969697 | 58.27272727 | 21.27272727 |
| 2 | 50.06000000 | 34.28000000 | 14.62000000 | 2.46000000 |
| 3 | 59.47761194 | 27.61194030 | 44.52238806 | 14.53731343 |
Cluster Standard Deviations
| Cluster Standard Deviations | ||||
|---|---|---|---|---|
| Cluster | SepalLength | SepalWidth | PetalLength | PetalWidth |
| 1 | 5.012484414 | 2.909948974 | 4.577613511 | 2.401467354 |
| 2 | 3.524896872 | 3.790643691 | 1.736639965 | 1.053855894 |
| 3 | 4.831582365 | 2.953966126 | 5.360795421 | 3.011736428 |
The Plot Procedure
Plot of SepalLength*SepalWidth
Plot of SepalLength*SepalWidth. Symbol is value of CLUSTER.
|
S |
e 84 +
p |
a | 1 1 1 1
l | 1 1
72 + 1 1 1 1
L | 3 1 3 3
e | 1 3 3 3 3 3 1
n | 3 3 3 3 1 3 1 3 3 1
g 60 + 3 3 3 3 3 3 3 3
t | 3 3 3 3 3 3 2 2 2
h | 3 3 3 3 3 2 2 2 2 2
|3 3 3 3 2 2 2 2 2 2 2 2 2
( 48 + 3 3 2 2 2 2 2
m | 2 2 2 2 2 2 2
m | 2
) |
36 +
|
-+-------------+-------------+-------------+-------------+-------------+-
20 25 30 35 40 45
Sepal Width (mm)
NOTE: 64 obs hidden.
Plot of SepalLength*PetalLength
Plot of SepalLength*PetalLength. Symbol is value of CLUSTER.
|
S |
e 84 +
p |
a | 1 1 1 1
l | 1 1
72 + 1111 1
L | 333 1 11 1 1
e | 3 33 331 1111
n | 333 33333 1111 1
g 60 + 3 3 3333333 3
t | 2 2 2 33 3333 3 333
h | 222 2 33 3 33
| 222222 2 3 3 3 3
( 48 + 2222 2 3 3
m | 2 222
m | 2
) |
36 +
|
---+---------+---------+---------+---------+---------+---------+--
10 20 30 40 50 60 70
Petal Length (mm)
NOTE: 53 obs hidden.
Plot of SepalLength*PetalWidth
Plot of SepalLength*PetalWidth. Symbol is value of CLUSTER.
|
S |
e 84 +
p |
a | 1 1 1
l | 1 1
72 + 1 1 1 1
L | 3 3 1 1
e | 3 3 3 3 1 1 1 1 1 1 1
n | 3 3 3 3 3 1 1 1 1 1
g 60 + 3 3 3 3 3 3 3
t | 2 2 2 3 3 3 3 3 3 3 3
h | 2 2 3 3 3 3 3
| 2 2 2 2 2 2 3 3 3
( 48 + 2 2 2 3 3
m | 2 2
m | 2
) |
36 +
|
---+---------+---------+---------+---------+---------+--
0 5 10 15 20 25
Petal Width (mm)
NOTE: 74 obs hidden.
Plot of SepalWidth*PetalLength
Plot of SepalWidth*PetalLength. Symbol is value of CLUSTER.
|
50 +
S |
e |
p |
a | 2
l | 22
40 + 2
W | 2 222 2 1 1
i | 2 22 1
d | 2222
t | 2222 2 3 3 1 11 1
h | 22222 33 333 1 11111 11
30 + 2 22 2 33 333 33331 1 11 1 1
( | 2 3 3333 33333 3 1 1 1 1
m | 3 3333 3 3 3 3 3 1
m | 3 33 3 33 1
) | 2 3 33 3 3
| 3 3 3
20 + 3
---+---------+---------+---------+---------+---------+---------+--
10 20 30 40 50 60 70
Petal Length (mm)
NOTE: 39 obs hidden.
Plot of SepalWidth*PetalWidth
Plot of SepalWidth*PetalWidth. Symbol is value of CLUSTER.
|
50 +
S |
e |
p |
a | 2
l | 2 2
40 + 2
W | 2 2 2 1 1
i | 2 2 2 1
d | 2 2 2
t | 2 2 2 2 3 1 1 1 1
h | 2 2 3 3 3 3 1 1 1
30 + 2 2 2 3 3 3 3 1 3 1 1 1 1 1
( | 2 3 3 3 3 3 1 1 1 1 3
m | 3 3 3 3 3 3 3 1
m | 3 3 3 3 1 3 3
) | 2 3 3 3
| 3 3
20 + 3
---+---------+---------+---------+---------+---------+--
0 5 10 15 20 25
Petal Width (mm)
NOTE: 69 obs hidden.
Plot of PetalLength*PetalWidth
Plot of PetalLength*PetalWidth. Symbol is value of CLUSTER.
|
P 72 +
e | 1 1 1 1
t | 1 1
a 60 + 1 1 1 1 1 1 1
l | 3 1 1 1 1 1 1
| 3 3 3 3 3 1 1 3
L 48 + 3 3 3 3 3 3 3
e | 3 3 3 3 3 3
n | 3 3 3 3 3
g 36 + 3 3
t | 3 3
h |
24 +
( | 2 2
m | 2 2 2 2 2 2
m 12 + 2 2 2 2
) |
|
0 +
---+---------+---------+---------+---------+---------+--
0 5 10 15 20 25
Petal Width (mm)
NOTE: 88 obs hidden.
The SGScatter Procedure
The SGScatter Procedure
The SGScatter Procedure
The SGScatter Procedure
