diff --git a/config_examples/freqaiprimer.json b/config_examples/freqaiprimer.json
index b892bada..1f8546fd 100644
--- a/config_examples/freqaiprimer.json
+++ b/config_examples/freqaiprimer.json
@@ -75,12 +75,12 @@
         "freqaimodel": "LightGBMClassifier",
         "purge_old_models": 2,
         "identifier": "test58",
-        "train_period_days": 15,
+        "train_period_days": 7,
         "backtest_period_days": 1,
         "live_retrain_hours": 2,
         "outlier_detection": {
             "method": "IsolationForest",
-            "contamination": 0.05
+            "contamination": 0.1
         },
         "feature_selection": {
           "method": "recursive_elimination"
@@ -96,7 +96,7 @@
                 "SOL/USDT"
             ],
             "outlier_protection_percentage": 0.1,
-            "label_period_candles": 6,
+            "label_period_candles": 24,
             "include_shifted_candles": 3,
             "DI_threshold": 0.7,
             "weight_factor": 0.9,
@@ -122,8 +122,6 @@
             "feature_fraction": 0.8,
             "bagging_fraction": 0.8,
             "bagging_freq": 5,
-            "class_weight": "balanced",
-            "random_state": 7,
             "verbose": -1
         }
     },