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Sensor Configuration
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Sensor Configuration Overview
Operational
Profile
Relational & Advanced
Days Since Last File
Sensitivity:
0.70
Configuration
Days Elapsed:
Alert Threshold:
> 2 days
File Size Change Flag
Sensitivity:
0.60
Configuration
Status:
Significant Increase Detected
Threshold:
> 25% change from 7-day average
Row Count Z-Score (7 Day)
Sensitivity:
0.75
Configuration
Current Z-Score:
Alert Threshold:
|Z| > 3.0
Row Count
Sensitivity:
0.65
Historical Fingerprint Range
Min: 1.48M
Median:
Max: 1.52M
Configuration
Baseline:
7-day rolling average
Average Row Size (Bytes)
Sensitivity:
0.58
Configuration
Current Average:
Alert Threshold:
> 10% deviation
Data Density
Sensitivity:
0.62
Configuration
Current Density:
%
Definition:
1 - (nulls / total cells)
Columns Added / Removed
Sensitivity:
0.85
Configuration
Columns Added:
Columns Removed:
Detection:
Alert on any change
Null Value Percentage
Sensitivity:
0.65
Historical Null Percentage Range
Min: 0.01%
Median: %
Max: 0.05%
IQR Outlier Count
Sensitivity:
0.55
Outliers Found Fingerprint
Min: 125
Median:
Max: 175
Configuration
IQR Multiplier:
1.5
Pattern Consistency Score
Sensitivity:
0.80
Configuration
Current Score:
%
Monitored Columns:
FundID, AccountNumber
Regex Pattern:
^[A-Z]{2}-\d{8}$
Completely Null Rows
Sensitivity:
0.90
Configuration
Null Row Count:
Alert Threshold:
> 0
Z-score Outlier Count
Sensitivity:
0.60
Z-score Outliers Found
Min: 142
Median:
Max: 158
Configuration
Z-score Threshold:
|z| > 3.0
Maximum Skewness
Sensitivity:
0.52
Configuration
Max Skewness Found:
In Column:
Daily Return
Alert Threshold:
|skew| > 2.0
Average Kurtosis
Sensitivity:
0.48
Average Kurtosis Range
Min: 22.1
Median:
Max: 27.8
Distribution Divergence (K-S)
Sensitivity:
0.70
Configuration
Target Column:
Market Value
Max K-S Statistic:
Comparison:
Against 7-day rolling baseline
Gradual Drift Score
Sensitivity:
0.68
Configuration
Monitored Feature:
Average Market Value
Drift Score:
Algorithm:
DDM (Drift Detection Method)
Maximum Column Correlation
Sensitivity:
0.72
Configuration
Max Correlation Found:
Column Pair:
Holding Name vs. Percent of Portfolio
Method:
Pearson
Cross-Column Difference Avg
Sensitivity:
0.63
Configuration
Columns:
Holding Name vs. Percent of Portfolio
Average Difference:
Alert Threshold:
> 0.01
Wasserstein Distance
Sensitivity:
0.66
Configuration
Target Column:
TransactionAmount
Current Distance:
Alert Threshold:
Significant change from baseline
Data Randomness Score (Entropy)
Sensitivity:
0.54
Average Entropy Range
Min: 3.85
Median:
Max: 4.05
Configuration
Applied to:
Categorical columns only
