Retrain model with new version of MLConsole

README.md

@@ -22,10 +22,10 @@ model-index:
         metrics:
           - type: mae
             name: Mean absolute error
-            value: 14.992874145507812
+            value: 15.908513069152832
           - type: loss
             name: Model loss
-            value: 454.7302551269531
+            value: 647.6045532226562
 
 ---
 

modelRun.json

@@ -2,7 +2,7 @@
 	"id": 0,
 	"name": "model #1",
 	"modelConfig": {
-		"_mlconsole_type": "e",
+		"_mlconsole_type": "ModelConfig",
 		"value": {
 			"task": "regression",
 			"optimizer": "adagrad",
@@ -35,7 +35,7 @@
 				"example_value_per_type": {
 					"_mlconsole_type": "Map",
 					"value": {
-						"number": 0.5
+						"number": 1.6
 					}
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 				"unique_values": 52,
@@ -77,7 +77,7 @@
 				"example_value_per_type": {
 					"_mlconsole_type": "Map",
 					"value": {
-						"number": 55
+						"number": 116
 					}
 				},
 				"unique_values": 113,
@@ -98,7 +98,7 @@
 				"example_value_per_type": {
 					"_mlconsole_type": "Map",
 					"value": {
-						"number": 5.5
+						"number": 79.5
 					}
 				},
 				"unique_values": 422,
@@ -120,7 +120,7 @@
 			"example_value_per_type": {
 				"_mlconsole_type": "Map",
 				"value": {
-					"number": 62
+					"number": 75
 				}
 			},
 			"unique_values": 99,
@@ -131,7 +131,7 @@
 		"_mlconsole_type": "Map",
 		"value": {
 			"loss": {
-				"_mlconsole_type": "e",
+				"_mlconsole_type": "MetricValues",
 				"value": {
 					"epochs": [
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@@ -283,120 +375,27 @@
 		"_mlconsole_type": "Map",
 		"value": {
 			"height_m": {
-				"_mlconsole_type": "e",
+				"_mlconsole_type": "StandardScaler",
 				"value": {
-					"std": {
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-							"rankType": "0",
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+					"config": {},
+					"mean": 1.085191249847412,
+					"stdev": 1.0731778144836426
 				}
 			},
 			"speed": {
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+				"_mlconsole_type": "StandardScaler",
 				"value": {
-					"std": {
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 			"weight_kg": {
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@@ -405,14 +404,473 @@
 		"_mlconsole_type": "Map",
 		"value": {
 			"is_legendary": {
-				"_mlconsole_type": "e",
+				"_mlconsole_type": "OneHotEncoder",
 				"value": {
-					"label": [
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 				}
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+	"examples": [
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+			"abilities": "['Wimp Out']",
+			"against_bug": 1,
+			"against_dark": 1,
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+			"against_electric": 2,
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+			"attack": 35,
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+			"capture_rate": 90,
+			"classfication": "Turn Tail Pokémon",
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+			"height_m": 0.5,
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+			"japanese_name": "Kosokumushiコソクムシ",
+			"name": "Wimpod",
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+			"pokedex_number": 767,
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+			"speed": 80,
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+			"mlconsole_errors": "33.1267"
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+		{
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+			"classfication": "Volcano Pokémon",
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+			"hp": 78,
+			"japanese_name": "Bakphoonバクフーン",
+			"name": "Typhlosion",
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+			"speed": 100,
+			"type1": "fire",
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+			"weight_kg": 79.5,
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+			"mlconsole_predictions": "77.3455",
+			"mlconsole_errors": "0.6545"
+		},
+		{
+			"abilities": "['Chlorophyll', 'Early Bird', 'Pickpocket']",
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+			"against_dark": 0.5,
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+			"base_happiness": 70,
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+			"classfication": "Wily Pokémon",
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+			"japanese_name": "Konohanaコノハナ",
+			"name": "Nuzleaf",
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+			"type1": "grass",
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+			"mlconsole_errors": "6.2475"
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+		{
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+			"base_happiness": 70,
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+			"classfication": "Ore Pokémon",
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+			"japanese_name": "Gantleガントル",
+			"name": "Boldore",
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+			"speed": 20,
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+			"generation": 5,
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+			"mlconsole_predictions": "67.2020",
+			"mlconsole_errors": "2.7980"
+		},
+		{
+			"abilities": "['Prankster', 'Magician']",
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+			"base_happiness": 70,
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+			"capture_rate": 75,
+			"classfication": "Key Ring Pokémon",
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+			"experience_growth": 800000,
+			"height_m": 0.2,
+			"hp": 57,
+			"japanese_name": "Cleffyクレッフィ",
+			"name": "Klefki",
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+			"pokedex_number": 707,
+			"sp_attack": 80,
+			"sp_defense": 87,
+			"speed": 75,
+			"type1": "steel",
+			"type2": "fairy",
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+			"generation": 6,
+			"is_legendary": 0,
+			"mlconsole_predictions": "54.9740",
+			"mlconsole_errors": "2.0260"
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+	]
 }