Exploratory Data Analysis
Exploratory data analysis involves exploration
- exploration of your results will suggest hypotheses
- that more formal experiments later can confirm/refute
- To suggest hypotheses you need the data in the first place
Do measure with many instruments
- In exploring hard problems we used our best algorithms
- missed important effects in worse algorithms
- and these might affect best algorithms on larger instances