CS498AppliedMachineLearning

CS498 Applied Machine Learning Class (UIUC)

MNIST Image Classification

MNIST: hand writted number image classification using Naive Bayes and Random Forest http://ufldl.stanford.edu/wiki/index.php/Using_the_MNIST_Dataset

Pima Indians

Diabetes prediction for Pima Indians database using Naive Bayes http://archive.ics.uci.edu/ml/datasets/Pima+Indians+Diabetes

Adult Income Classification

Adults' Income prediction using SVM https://archive.ics.uci.edu/ml/datasets/Adult

CIFAR

Applying PCA and data dimension reduction on CIFAR image dataset https://www.cs.toronto.edu/~kriz/cifar.html

European Jobs Clustering

Clustering different European nations based on their jobs statistic report from year of 1979. http://lib.stat.cmu.edu/DASL/Stories/EuropeanJobs.html

Accelerometer (Wrist Worn Accelerometer Device)

Recognizing an wrist worn accelerometer device's activity category from signal files containing set of movements of device in X,Y,and Z axis by using Kmeans and Random Forest. https://archive.ics.uci.edu/ml/datasets/Dataset+for+ADL+Recognition+with+Wrist-worn+Accelerometer