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/ root / Laker / Outside / Porch / Humidity / Average Absolute Humidity | Total: 2 g/m³ | Avg: 1.3 / day

/ root / Laker / Outside / Porch / Humidity / Average Absolute Humidity

No anomalies occurred in the selected time period — showing the most recent historical anomalies for this sensor.

Timestamp	Severity	Type	Value	Baseline	% vs Base	Rate of Change	Z-Value	Z-Rate	Confidence
10/23/26 00:00:00	CRITICAL	Forecast Divergence (Critical)	1.435 g/m³	7.022	-79.56%	0.032	3.56	-	99.5%

/ root / Laker / Outside / Porch / Humidity / Average Absolute Humidity

📈 Forecast Chart All Sensors ↗

🔮 Next Short Forecast (+6h)

0.972 g/m³ (-0.74)

Target: 06:00 · 80% Cone: [0 – 2.65]

🔭 Next Long Forecast (+24h)

0.123 g/m³ (-1.58)

Target: 00:00 · 80% Cone: [0 – 2.53]

🎯 Out-of-Sample Accuracy

87% (23 checked)

MAE: 1.782 g/m³ · RMSE: 2.712 g/m³ · Fit R²=0.76

🚨 Historical Failures & Drift

2 diverged ⚡ 2 anom

2 minor drift · Max Z-Error: 3.56σ

Target Time	Predicted At	Horizon	Model & R²	Start Value	Predicted (80% Cone)	Actual Reading	Error (Actual − Pred)	Z-Error	Outcome
11/04/26 00:00:00 (in 18.8h)	11/03 00:03:20	+24h	Adaptive LOESS R²=0.71	1.707 g/m³	0.123 g/m³ [0 – 2.53]	⏳ Waiting	-	-	⏳ Pending
11/03/26 06:00:00 (in 51m)	11/03 00:03:20	+6h	Adaptive LOESS R²=0.71	1.707 g/m³	0.972 g/m³ [0 – 2.65]	⏳ Waiting	-	-	⏳ Pending
11/03/26 00:00:00	11/02 00:03:34	+24h	Adaptive LOESS R²=0.60	2.261 g/m³	0.307 g/m³ [0 – 3.2]	0 g/m³	-0.307 g/m³	0.08σ	✓ Accurate
11/02/26 06:00:00	11/02 00:03:34	+6h	Adaptive LOESS R²=0.60	2.261 g/m³	1.355 g/m³ [0 – 3.37]	No reading	-	-	No Reading
11/02/26 00:00:00	11/01 00:03:03	+24h	Adaptive LOESS R²=0.70	1.846 g/m³	0.267 g/m³ [0 – 2.7]	0 g/m³	-0.267 g/m³	0.08σ	✓ Accurate

Target Time	Predicted At	Horizon	Model & R²	Start Value	Predicted (80% Cone)	Actual Reading	Error (Actual − Pred)	Z-Error	Outcome
11/04/26 00:00:00 (in 18.8h)	11/03 00:03:20	+24h	Adaptive LOESS R²=0.71	1.707 g/m³	0.123 g/m³ [0 – 2.53]	⏳ Waiting	-	-	⏳ Pending
11/03/26 06:00:00 (in 51m)	11/03 00:03:20	+6h	Adaptive LOESS R²=0.71	1.707 g/m³	0.972 g/m³ [0 – 2.65]	⏳ Waiting	-	-	⏳ Pending
11/03/26 00:00:00	11/02 00:03:34	+24h	Adaptive LOESS R²=0.60	2.261 g/m³	0.307 g/m³ [0 – 3.2]	0 g/m³	-0.307 g/m³	0.08σ	✓ Accurate
11/02/26 06:00:00	11/02 00:03:34	+6h	Adaptive LOESS R²=0.60	2.261 g/m³	1.355 g/m³ [0 – 3.37]	No reading	-	-	No Reading
11/02/26 00:00:00	11/01 00:03:03	+24h	Adaptive LOESS R²=0.70	1.846 g/m³	0.267 g/m³ [0 – 2.7]	0 g/m³	-0.267 g/m³	0.08σ	✓ Accurate
11/01/26 06:00:00	11/01 00:03:03	+6h	Adaptive LOESS R²=0.70	1.846 g/m³	1.114 g/m³ [0 – 2.81]	No reading	-	-	No Reading
11/01/26 00:00:00	10/31 00:02:34	+24h	Adaptive LOESS R²=0.71	1.694 g/m³	0.167 g/m³ [0 – 2.58]	0 g/m³	-0.167 g/m³	0.05σ	✓ Accurate
10/31/26 06:00:00	10/31 00:02:34	+6h	Adaptive LOESS R²=0.71	1.694 g/m³	0.986 g/m³ [0 – 2.67]	No reading	-	-	No Reading
10/31/26 00:00:00	10/30 00:02:04	+24h	Adaptive LOESS R²=0.81	1.337 g/m³	0.04 g/m³ [0 – 2.07]	0 g/m³	-0.04 g/m³	0.01σ	✓ Accurate
10/30/26 06:00:00	10/30 00:02:04	+6h	Adaptive LOESS R²=0.81	1.337 g/m³	0.736 g/m³ [0 – 2.15]	No reading	-	-	No Reading
10/30/26 00:00:00	10/29 00:01:33	+24h	Adaptive LOESS R²=0.81	1.331 g/m³	0.179 g/m³ [0 – 2.23]	0 g/m³	-0.179 g/m³	0.06σ	✓ Accurate
10/29/26 06:00:00	10/29 00:01:33	+6h	Adaptive LOESS R²=0.81	1.331 g/m³	0.797 g/m³ [0 – 2.23]	No reading	-	-	No Reading
10/29/26 00:00:00	10/28 00:01:03	+24h	Adaptive LOESS R²=0.78	1.33 g/m³	0 g/m³ [0 – 2.23]	0 g/m³	0 g/m³	0σ	✓ Accurate
10/28/26 06:00:00	10/28 00:01:03	+6h	Adaptive LOESS R²=0.78	1.33 g/m³	0.702 g/m³ [0 – 2.26]	No reading	-	-	No Reading
10/28/26 00:00:00	10/27 00:00:36	+24h	Adaptive LOESS R²=0.90	0.578 g/m³	0 g/m³ [0 – 1.52]	0 g/m³	0 g/m³	0σ	✓ Accurate
10/27/26 06:00:00	10/27 00:00:36	+6h	Adaptive LOESS R²=0.90	0.578 g/m³	0.061 g/m³ [0 – 1.12]	No reading	-	-	No Reading
10/27/26 00:00:00	10/26 07:46:04	+24h	Adaptive LOESS R²=0.92	0.624 g/m³	0 g/m³ [0 – 1.36]	0 g/m³	0 g/m³	0σ	✓ Accurate
10/27/26 00:00:00	10/26 08:20:11	+24h	Adaptive LOESS R²=0.92	0.712 g/m³	0 g/m³ [0 – 1.34]	0 g/m³	0 g/m³	0σ	✓ Accurate
10/26/26 00:00:00	10/25 00:09:35	+24h	Adaptive LOESS R²=0.80	1.64 g/m³	0 g/m³ [0 – 2.13]	0.016 g/m³	+0.016 g/m³	0.01σ	✓ Accurate
10/26/26 00:00:00	10/25 11:00:46	+24h	Adaptive LOESS R²=0.85	3.284 g/m³	2.274 g/m³ [0.78 – 3.77]	0.016 g/m³	-2.258 g/m³	1.09σ	✓ Accurate
10/25/26 06:00:00	10/25 00:09:35	+6h	Adaptive LOESS R²=0.80	1.64 g/m³	0.82 g/m³ [0 – 2.3]	No reading	-	-	No Reading
10/25/26 00:00:00	10/24 00:09:09	+24h	Adaptive LOESS R²=0.71	2.222 g/m³	0.218 g/m³ [0 – 2.89]	0 g/m³	-0.218 g/m³	0.06σ	✓ Accurate
10/25/26 00:00:00	10/24 13:20:16	+24h	Adaptive LOESS R²=0.80	4.414 g/m³	3.424 g/m³ [1.72 – 5.13]	0 g/m³	-3.424 g/m³	1.46σ	✓ Accurate
10/24/26 06:00:00	10/24 00:09:09	+6h	Adaptive LOESS R²=0.71	2.222 g/m³	1.293 g/m³ [0 – 3.16]	No reading	-	-	No Reading
10/24/26 00:00:00	10/23 05:53:56	+24h	Adaptive LOESS R²=0.64	3.436 g/m³	1.706 g/m³ [-0.83 – 4.24]	0 g/m³	-1.706 g/m³	0.49σ	✓ Accurate
10/23/26 06:00:00	10/23 05:53:56	+6h	Adaptive LOESS R²=0.64	3.436 g/m³	2.634 g/m³ [0.87 – 4.4]	No reading	-	-	No Reading
10/23/26 00:00:00	10/22 20:44:48	+24h	Adaptive LOESS R²=0.88	6.396 g/m³	6.581 g/m³ [5.44 – 7.72]	1.435 g/m³	-5.146 g/m³	3.27σ	⚡ Anomaly Logged
10/23/26 00:00:00	10/22 22:19:43	+24h	Adaptive LOESS R²=0.88	6.698 g/m³	7.022 g/m³ [5.89 – 8.16]	1.435 g/m³	-5.587 g/m³	3.56σ	⚡ Anomaly Logged
10/22/26 06:00:00	10/22 20:44:48	+6h	Adaptive LOESS R²=0.88	6.396 g/m³	6.481 g/m³ [5.69 – 7.28]	No reading	-	-	No Reading
10/22/26 06:00:00	10/22 22:19:43	+6h	Adaptive LOESS R²=0.88	6.698 g/m³	6.848 g/m³ [6.06 – 7.64]	No reading	-	-	No Reading
10/22/26 00:00:00	10/21 00:04:32	+24h	Adaptive LOESS R²=0.60	2.305 g/m³	0.586 g/m³ [0 – 3.37]	7.196 g/m³	+6.61 g/m³	1.72σ	~ Minor Drift
10/22/26 00:00:00	10/21 13:52:28	+24h	Adaptive LOESS R²=0.69	4.376 g/m³	3.615 g/m³ [1.8 – 5.43]	7.196 g/m³	+3.581 g/m³	1.43σ	✓ Accurate
10/22/26 00:00:00	10/21 16:04:42	+24h	Adaptive LOESS R²=0.72	4.712 g/m³	4.105 g/m³ [2.43 – 5.78]	7.196 g/m³	+3.091 g/m³	1.34σ	✓ Accurate
10/21/26 06:00:00	10/21 00:04:32	+6h	Adaptive LOESS R²=0.60	2.305 g/m³	1.508 g/m³ [0 – 3.44]	No reading	-	-	No Reading
10/21/26 06:00:00	10/21 13:52:28	+6h	Adaptive LOESS R²=0.69	4.376 g/m³	4.023 g/m³ [2.76 – 5.29]	No reading	-	-	No Reading
10/21/26 06:00:00	10/21 16:04:42	+6h	Adaptive LOESS R²=0.72	4.712 g/m³	4.43 g/m³ [3.27 – 5.6]	No reading	-	-	No Reading
10/21/26 00:00:00	10/20 00:06:13	+24h	Adaptive LOESS R²=0.69	1.795 g/m³	0.327 g/m³ [0 – 2.7]	0 g/m³	-0.327 g/m³	0.1σ	✓ Accurate
10/21/26 00:00:00	10/20 06:37:27	+24h	Adaptive LOESS R²=0.73	2.942 g/m³	2.004 g/m³ [0.16 – 3.85]	0 g/m³	-2.004 g/m³	0.78σ	✓ Accurate
10/21/26 00:00:00	10/20 14:56:29	+24h	Adaptive LOESS R²=0.82	4.471 g/m³	4.241 g/m³ [2.97 – 5.52]	0 g/m³	-4.241 g/m³	2.4σ	~ Minor Drift
10/20/26 06:00:00	10/20 00:06:13	+6h	Adaptive LOESS R²=0.69	1.795 g/m³	1.114 g/m³ [0 – 2.76]	No reading	-	-	No Reading
10/20/26 06:00:00	10/20 06:37:27	+6h	Adaptive LOESS R²=0.73	2.942 g/m³	2.507 g/m³ [1.22 – 3.79]	No reading	-	-	No Reading
10/20/26 06:00:00	10/20 14:56:29	+6h	Adaptive LOESS R²=0.82	4.471 g/m³	4.365 g/m³ [3.48 – 5.25]	No reading	-	-	No Reading
10/20/26 00:00:00	10/19 20:33:19	+24h	Adaptive LOESS R²=0.87	3.691 g/m³	4.045 g/m³ [2.95 – 5.14]	5.869 g/m³	+1.824 g/m³	1.21σ	✓ Accurate
10/19/26 06:00:00	10/19 20:33:19	+6h	Adaptive LOESS R²=0.87	3.691 g/m³	3.855 g/m³ [3.1 – 4.62]	No reading	-	-	No Reading

Target Time	Predicted At	Horizon	Model & R²	Start Value	Predicted (80% Cone)	Actual Reading	Error (Actual − Pred)	Z-Error	Outcome
10/23/26 00:00:00	10/22 20:44:48	+24h	Adaptive LOESS R²=0.88	6.396 g/m³	6.581 g/m³ [5.44 – 7.72]	1.435 g/m³	-5.146 g/m³	3.27σ	⚡ Anomaly Logged
10/23/26 00:00:00	10/22 22:19:43	+24h	Adaptive LOESS R²=0.88	6.698 g/m³	7.022 g/m³ [5.89 – 8.16]	1.435 g/m³	-5.587 g/m³	3.56σ	⚡ Anomaly Logged
10/21/26 00:00:00	10/20 14:56:29	+24h	Adaptive LOESS R²=0.82	4.471 g/m³	4.241 g/m³ [2.97 – 5.52]	0 g/m³	-4.241 g/m³	2.4σ	~ Minor Drift