iris_lvq3

Hello, this is a classification of Iris datasets using Learning Vector Quantization 3 (LVQ 3) and its comparison with K-Nearest Neighbour (K-NN) and Random Forest Classifier.

Iris datasets contains three flower species with features (columns) such as

1. Id
2. SepalLengthCm
3. SepalWidthCm
4. PetalLengthCm
5. PetalWidthCm
6. Species

Comparison

Comparing with two other methods in K-Fold cross validation, you can see accuracy of LVQ 3 in plot below:

or these are results mean of:

• K-NN: 99,3%
• LVQ 3: 97,3%
• RFC: 98,67%

sure, it depends on parameter you used for three methods above.

If any questions, kindly send me mail through [email protected] or post your issues above.