Scoring services

CHANGELOG.md

@@ -28,6 +28,16 @@ v1.10.4 (2024-07-08)
 - Added `dmcas_misc.json` template file for model card generation.
 - Updated generation of `ModelProperties.json` to allow for model card generation immediately upon upload.
 
+v1.10.4 (2024-07-08)
+----------
+**Improvements**
+- Added example Jupyter notebook for OpenAI models.
+
+**Buxfixes**
+- Dropped support for Python 3.6 and Python 3.7, as those are no longer officially supported versions.
+- Added `dmcas_misc.json` template file for model card generation.
+- Updated generation of `ModelProperties.json` to allow for model card generation immediately upon upload.
+
 v1.10.3 (2024-04-12)
 --------------------
 **Bugfixes**

examples/data/hmeqModels/DecisionTreeClassifier/ModelProperties.json

@@ -2,16 +2,19 @@
     "name": "DecisionTreeClassifier",
     "description": "Description for the DecisionTreeClassifier model.",
     "scoreCodeType": "python",
-    "trainTable": "",
+    "trainTable": "cas-shared-default/Public/DecisionTreeClassifier_train_data",
     "trainCodeType": "Python",
-    "algorithm": "",
+    "algorithm": "DecisionTreeClassifier",
     "function": "Classification",
     "targetVariable": "BAD",
     "targetEvent": "1",
-    "targetLevel": "BINARY",
+    "targetLevel": "Binary",
     "eventProbVar": "P_1",
     "modeler": "sasdemo",
     "tool": "Python 3",
-    "toolVersion": "3.8.16",
-    "properties": []
+    "toolVersion": "3.11.7",
+    "properties": [],
+    "eventPercentage": "0.20182166826462",
+    "selectionStatistic": "_RASE_",
+    "selectionStatisticValue": "0.33514616799162"
 }

examples/data/hmeqModels/DecisionTreeClassifier/dmcas_fitstat.json

@@ -222,13 +222,14 @@
                 "_MCE_": 0.88710450623202,
                 "_ASE_": 0.11232295391947,
                 "_MCLL_": 0.99896429012045,
-                "_KS_": null,
+                "_KS_": 1.0,
                 "_KSPostCutoff_": null,
                 "_DIV_": 4172.0,
                 "_TAU_": null,
                 "_KSCut_": null,
-                "_C_": null,
-                "_PartInd_": null
+                "_C_": 0.85770092470509,
+                "_PartInd_": null,
+                "_KS2_": 0.71540184941018
             },
             "rowNumber": 2,
             "header": null
@@ -243,14 +244,15 @@
                 "_DataRole_": "TEST",
                 "_MCE_": 0.99328859060402,
                 "_ASE_": 0.10439243746467,
-                "_MCLL_": 0.18029189766592,
-                "_KS_": null,
+                "_MCLL_": 0.1674139049754,
+                "_KS_": 1.0,
                 "_KSPostCutoff_": null,
                 "_DIV_": 1788.0,
                 "_TAU_": null,
                 "_KSCut_": null,
-                "_C_": null,
-                "_PartInd_": null
+                "_C_": 0.83803076656035,
+                "_PartInd_": null,
+                "_KS2_": 0.6760615331207
             },
             "rowNumber": 3,
             "header": null