diff --git a/freqtrade/constants.py b/freqtrade/constants.py
index af2e4748a..d1a009ece 100644
--- a/freqtrade/constants.py
+++ b/freqtrade/constants.py
@@ -498,6 +498,12 @@ CONF_SCHEMA = {
                         "weight_factor": {"type": "number", "default": 0},
                         "principal_component_analysis": {"type": "boolean", "default": False},
                         "use_SVM_to_remove_outliers": {"type": "boolean", "default": False},
+                        "svm_params": {"type": "object",
+                                       "properties": {
+                                           "shuffle": {"type": "boolean", "default": False},
+                                           "nu": {"type": "number", "default": 0.1}
+                                           },
+                                       }
                     },
                     "required": ["include_timeframes", "include_corr_pairlist", ]
                 },
@@ -511,10 +517,7 @@ CONF_SCHEMA = {
                 "model_training_parameters": {
                     "type": "object",
                     "properties": {
-                        "n_estimators": {"type": "integer", "default": 2000},
-                        "random_state": {"type": "integer", "default": 1},
-                        "learning_rate": {"type": "number", "default": 0.02},
-                        "task_type": {"type": "string", "default": "CPU"},
+                        "n_estimators": {"type": "integer", "default": 1000}
                     },
                 },
             },
diff --git a/freqtrade/templates/FreqaiExampleStrategy.py b/freqtrade/templates/FreqaiExampleStrategy.py
index 90343cc80..4f632f907 100644
--- a/freqtrade/templates/FreqaiExampleStrategy.py
+++ b/freqtrade/templates/FreqaiExampleStrategy.py
@@ -93,8 +93,8 @@ class FreqaiExampleStrategy(IStrategy):
                 informative[f"%-{coin}rsi-period_{t}"] = ta.RSI(informative, timeperiod=t)
                 informative[f"%-{coin}mfi-period_{t}"] = ta.MFI(informative, timeperiod=t)
                 informative[f"%-{coin}adx-period_{t}"] = ta.ADX(informative, window=t)
-                informative[f"{coin}sma-period_{t}"] = ta.SMA(informative, timeperiod=t)
-                informative[f"{coin}ema-period_{t}"] = ta.EMA(informative, timeperiod=t)
+                informative[f"%-{coin}sma-period_{t}"] = ta.SMA(informative, timeperiod=t)
+                informative[f"%-{coin}ema-period_{t}"] = ta.EMA(informative, timeperiod=t)
 
                 informative[f"%-{coin}mfi-period_{t}"] = ta.MFI(informative, timeperiod=t)