Amazon SageMaker Service Update: Autopilot now generates an additional report with information on the performance of the best model, such as a Confusion matrix and Area under the receiver operating characteristic (AUC-ROC). The path to the report can be found in CandidateArtifactLocations.

Author: AWS

.changes/next-release/feature-AmazonSageMakerService-1bb33b7.json

@@ -0,0 +1,6 @@
+{
+    "type": "feature",
+    "category": "Amazon SageMaker Service",
+    "contributor": "",
+    "description": "Autopilot now generates an additional report with information on the performance of the best model, such as a Confusion matrix and Area under the receiver operating characteristic (AUC-ROC). The path to the report can be found in CandidateArtifactLocations."
+}

services/sagemaker/src/main/resources/codegen-resources/service-2.json

@@ -4248,7 +4248,9 @@
         "Completed",
         "ExplainabilityError",
         "DeployingModel",
-        "ModelDeploymentError"
+        "ModelDeploymentError",
+        "GeneratingModelInsightsReport",
+        "ModelInsightsError"
       ]
     },
     "AutoMLJobStatus":{
@@ -4636,6 +4638,10 @@
         "Explainability":{
           "shape":"ExplainabilityLocation",
           "documentation":"<p>The Amazon S3 prefix to the explainability artifacts generated for the AutoML candidate.</p>"
+        },
+        "ModelInsights":{
+          "shape":"ModelInsightsLocation",
+          "documentation":"<p>The Amazon S3 prefix to the model insight artifacts generated for the AutoML candidate.</p>"
         }
       },
       "documentation":"<p>The location of artifacts for an AutoML candidate job.</p>"
@@ -18855,6 +18861,10 @@
       },
       "documentation":"<p>Input object for the model.</p>"
     },
+    "ModelInsightsLocation":{
+      "type":"string",
+      "min":1
+    },
     "ModelLatencyThreshold":{
       "type":"structure",
       "members":{