My First Machine Learning Experiment-Income Prediction
This is a simple Machine Learning Model which predicts the income level of a person based on a predefined demographic Characteristics The steps are as follows. 1. Data was picked up from http://archive.ics.uci.edu/ml/datasets/Census+Income. 2. This dataset contains 48482 data points 3. These are Demographic attributes are Age,workclass, education, Marital status, occupation, Relationship, Race, Sex, Hours per work, Native country. 4. The data was split into 80% trained and 20% untrained Dataset 5. The trained part of the data was trained using Boosted Decision Tree Regression algorithm. 6. Evaluation of the model was done post Scoring to check the accuracy. 7. The model accuracy is 50%.