#Zoo Classification Dataset:
- https://www.kaggle.com/uciml/zoo-animal-classification
- 101 animals from a zoo: 16 variables with various traits to describe the animals.
- 7 Class Types are: Mammal, Bird, Reptile, Fish, Amphibian, Bug and Invertebrate
Objective:
- Classification of the animals, based upon the variables.
To do:
- Exploratory data analysis, i.e., summarise the dataset
- Data visualization
- Evaluate algorithms and build the model
- Decision Trees (DecisionTreeClassifier), K-Nearest Neighbors (KNeighborsClassifier), Support Vector Machines (SVC)
- Make Prediction using the best algorithm
Packages (python):
- scipy, numpy, matplotlib, pandas, scikit-learn