--- a
+++ b/config/config_rf_crispr.yml
@@ -0,0 +1,20 @@
+---
+DATA:
+  dir: "/Volumes/GoogleDrive-108722195023672559969/Shared drives/QuantitativeBiology/Datasets"
+  min_count: 100
+
+ML:
+  model: "rf"
+  dataset_y: "essentiality"
+  params_grid:
+    criterion: ["mse"]
+    n_estimators: [600] # [400, 600, 800, 1000]
+    min_samples_split: [5] # [2, 5]
+    min_samples_leaf: [2] # [1, 2]
+    max_features: ["sqrt"]
+    n_jobs: [4]
+  cv:
+    n_splits: 5
+
+OUTPUT:
+  file: "data/ML_phenotype_prediction_crispr.csv"
\ No newline at end of file