kashamcrash / Mercedes

Reduce the Time a Mercedes-Benz spends on the Test Bench with PCA

Mercedes Benz Dataset

Task in Hand

Reduce the Time a Mercedes-Benz spends on the Test Bench with PCA.

Points to Consider

• If for any column(s), the variance is equal to zero, then you need to remove those variable(s).
• Check for null and unique values for test and train sets.
• Apply label encoder.
• Perform dimensionality reduction.
• Predict your test_df values using xgboost.