Mushroom_Class_Classifier

This classifier employs the random forest classifier to classify the mushrooms into class 0(Edible) and class 1(Poisonous) with tremendous precision. The features are in form of cap diameter, cap shape, gill attachment, gill colour, stem height, stem width, stem colour and season. According to the test outcomes, the model obtained an accuracy of 0. 99, with all three metrics of precision, recall and F1 score set at 0. 90 and 99 for both classes, where it has been tested on a set of 10,807 samples. This classifier works well and consistently determines classes of mushrooms as it is useful in real shortcoming classification tasks.