Project Description
This is the famous titanic challenge to determinre the survivors of titanic passengers
packages used
- pandas
- matplotlib
- sklearn
used data set
Algorithms used
- Random selection (mke women only survivors, as most of the sruvivors were women) → accuracy : 0.786756
- Logistic Regression → accuracy : 0.8013
- Logistic Regression of higher degree
- second degree : → accuracy : 0.8215
- third degree : → accuracy : 0.7946
- Decission Tree
- with no specifications → accuracy : 1.0 (overfitting)
- with max_depth = 8, min_samples_split = 10 → accuracy : 0.81