#Classification Archives

All You Need To Know About Decision Tree Algorithm

August 8, 2022August 15, 2022ML, AI and Data Engineering#ai, #algorithm, #cart, #Classification, #datascience, #decisiontree, #machinelearning, #supervisedlearning

Reading Time: 5 minutes In this blog, we are going to discuss Decision Tree algorithm, a supervised algorithm which can be used to solve both regression and as well as classification problem too. A classification algorithm, in general, is a function that weighs the input features so that the output separates one class into positive values and the other into negative values. Introduction to Decision Tree Algorithm A decision tree Continue Reading

Music Genre Classification: Identification Of The Audio

June 24, 2022June 29, 2022AI, ML, AI and Data Engineering#ai, #Classification, #machinelearning, #nlp, #nlu, Artificial intelligence

Reading Time: 4 minutes In this blog, we will discuss and build a music genre classification model to predict the genre/label of the music/song. Music Genre Classification Today we will build a Tensorflow sequential model to automatically classify different musical genres from the given input audio files. Dataset To train our ml classifier model to predict the audio’s genre/label, we will use the GTZAN Dataset.You can download the dataset Continue Reading

Fundamentals Of Classification Models Part-2

December 18, 2021December 18, 2021ML, AI and Data Engineering#Classification, AI, data engineering, Machine Learning

Reading Time: 3 minutes This article is the continuation of “Fundamentals of Classification Models Part – 1” You need to go through this part before going to learn about Classifier Models. Classifier Models As discussed in the previous article ” We prepare the data for training the algorithm” the first step is to pre-process and clean the data The cleaning we need for this dataset is to change the Continue Reading