diff --git a/docs/Netdata AI/Anomaly Detection/ML Configuration.mdx b/docs/Netdata AI/Anomaly Detection/ML Configuration.mdx index c76bde58d..926249b46 100644 --- a/docs/Netdata AI/Anomaly Detection/ML Configuration.mdx +++ b/docs/Netdata AI/Anomaly Detection/ML Configuration.mdx @@ -104,6 +104,10 @@ When your system detects a potential anomaly: 2. **Each model independently determines if the data point is anomalous** based on its training period 3. Only if **ALL** models agree that the data point is anomalous will Netdata set the anomaly bit to 1 (anomalous) +A model trained on data with no usable spread (for example, a metric that sat on the same few values for its whole +training window) cannot score a data point. It abstains, and the remaining models decide. If every model abstains, the +data point is normal. + ```mermaid flowchart TD NewData("New Metric
Data Point") diff --git a/ingest/generated_sidebar_order.json b/ingest/generated_sidebar_order.json index bf86bd9ca..252c909f1 100644 --- a/ingest/generated_sidebar_order.json +++ b/ingest/generated_sidebar_order.json @@ -2,7 +2,7 @@ "schema_version": 1, "source": "netdata/docs/.map/map.yaml", "source_sha256": "5c613e8fa52bfee42b4c57d2ad18bf26ad3c1865ca5a5654eca0c66042d0c280", - "source_corpus_sha256": "38774b2b0081126f788a3d846630acffa2703702d9b8b80d05bebc0dcbaa7fa1", + "source_corpus_sha256": "de7a5675d246ea0d3da864bc525006c09463672a1d9943328c850602ed3d9dc6", "order": [ { "parent_path": "Alerts & Notifications", @@ -1810,5 +1810,5 @@ "position": 190 } ], - "full_ingest_identity_sha256": "fa6734a79500bdaa0022359ca25eb2201654b1ba3bc7eed093cca8be9c0aa2b3" + "full_ingest_identity_sha256": "4bbffdbaa1142572c6ad53d687e955c07c5fa9af12c57b86fdfa4f3df142dfc8" } diff --git a/ingest/generated_sidebar_order.json.sha256 b/ingest/generated_sidebar_order.json.sha256 index 8c0dce832..393157179 100644 --- a/ingest/generated_sidebar_order.json.sha256 +++ b/ingest/generated_sidebar_order.json.sha256 @@ -1 +1 @@ -3c0a1b152286a7f0472a4dea91243ea736b0a5049319a2fd34d0be0159dee114 generated_sidebar_order.json +1b413ac0b98666f66ea65ae63a16b4b7ca0ca59bf7172e2cb53160757fb2e307 generated_sidebar_order.json