dinesh15052003 / DAC-A2-Classification

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Problem Statement

Here I have used the Fish Market Dataset. It has details about fish. Columns are Species, Weight, Length1, length2, length3, height, width

Dataset

The dataset used is the Fish Market from (Kaggle).

The 7 class labels are:

1. Perch: Given fish belongs to the Perch species
2. Bream: Given fish belongs to the Bream species
3. Roach: Given fish belongs to the Roach species
4. Pike: Given fish belongs to the Pike species
5. Smelt: Given fish belongs to the Smelt species
6. Parkki: Given fish belongs to the Parkki species
7. Whitefish: Given fish belongs to the Whitefish species

Model(s) Used

Models used are Logistic Regression and Random Forest Regressor.

Future Work

We can use Deep Learning i.e. Convolutional Neural Network to find better accuracy.

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