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航空公司客戶忠誠度分析: 邏輯迴歸
以邏輯迴歸分析影響航空公司客戶忠誠度的因素
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NightLight05
Daily Bitcoin Time Series Analysis (2014–2025)
Comprehensive daily Bitcoin (2014–2025) time-series analysis in R using tidy workflows, tsibble, and fable. Explores trends, volatility, and regimes, and benchmarks Naive, Drift, and ARIMA models—showing simple baselines often outperform complex methods.
NightLight04
Fibromyalgia 2nd part Median fold changes with cross validation added to means and bootstrap outcomes
This is the 2nd part of the machine learning of fibromyalgia data comparisons using the same 1st part work on means of samples' fold change values of healthy vs myofascial pain, but now compared with the medians of those fold change values and different parameter tuning for 50, 100, and 1000 bootstrapped samples from only 13 to predict class correctly in the means then in the medians, and try same number of folds as best bootstrap aggregating value for cross validation on means and medians separately. A few models returned 100% accuracy on only 3 test samples.
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Reproducible Research - Project 2
Analysis of NOAA's Storm Database regarding weather events causing the most injuries/deaths and economic damage to property/crops.
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