# Weekly Goal ## 8/26 ### Model * Make the preprocessing function * Run XGboost, ARIMA, One-class SVM and iForest (with fine tuning, if possible) separately and analyze the captured anomaly * Analyze which is the best pairing * Analyze how the best way to combine the output ### Visualization * Decide should we use plotly or matplotlib * Make a more beautiful figure * Build interactive feature: * Slider/Range Slider * Checkbox/Dropdown Menu ## 8/19 * MTS Data visualization with ground truth # Backlog - [ ] Data Visualization ![](https://i.imgur.com/6RtlIVW.png) ###### tags: `Documentation`