Page 439 - AI Ver 3.0 Class 11
P. 439
Output:
First 5 rows of the dataset:
sepal length (cm) sepal width (cm) petal length (cm) petal width (cm) \
0 5.1 3.5 1.4 0.2
1 4.9 3.0 1.4 0.2
2 4.7 3.2 1.3 0.2
3 4.6 3.1 1.5 0.2
4 5.0 3.6 1.4 0.2
species
0 setosa
1 setosa
2 setosa
3 setosa
4 setosa
Statistics for each feature:
column being processed: sepal length (cm)
Mean: 5.843333333333334
Median: 5.8
Standard Deviation: 0.8280661279778629
column being processed: sepal width (cm)
Mean: 3.0573333333333332
Median: 3.0
Standard Deviation: 0.4358662849366982
column being processed: petal length (cm)
Mean: 3.758
Median: 4.35
Standard Deviation: 1.7652982332594664
column being processed: petal width (cm)
Mean: 1.1993333333333334
Median: 1.3
Standard Deviation: 0.7622376689603465
Practical Questions 437

