Perceptron

Introduction

This guide provides steps to perform Perceptron analysis in Cycon ML/AI platform, and compares it with the code available within Kaggle platform.

Note

Name: Iris CSV
Path: Tests/sampleCSV_MLA_Classification/iris.csv
Kaggle: https://www.kaggle.com/code/nickthegreek82/perceptron-sklearn
Shape: (150, 5)
Classes: Iris-setosa, Iris-versicolor, Iris-virginica
Purpose: Identify class of iris flowers given petal information.

Data

_images/KNN%281%29.png

Preprocessing

CyCon

_images/Perc%282_1%29.png

_images/Perc%282_2%29.png

Kaggle

_images/Perc%281%29.png

Method

CyCon

_images/Perc%284%29.png

kaggle

_images/Perc%283%29.png

Result

CyCon

_images/Perc%285%29.png

Kaggle

_images/Perc%286%29.png