Project: Production_Quality_Jan2026.xlsx Stateless Session
C1 Num
Temperature_C
C2 Num
Pressure_Bar
!
C3 Cat
Machine_ID
Target Y
Yield_Output
1 24.50 1.02 MAC-01 98.2
2 24.52 9.99* MAC-01 45.1
3 24.48 1.01 MAC-02 97.9
4

Smart Insights

Detected Anomalies

Found 34 outliers in column Pressure_Bar.

Why? Values are > 3.5 standard deviations from the mean (9.99 bar vs avg 1.05 bar).

Impact on Model

R-Squared (Current) 0.65
R-Squared (Post-fix) 0.82 (+26%)
Dataset "Production_Jan" loaded with 52,430 rows successfully.