Create config.py with model parameters and paths

Added configuration parameters for model training and data paths.

Author: Charleschtsoi

config.py

@@ -0,0 +1,19 @@
+# Configuration file - all parameters in one place
+RANDOM_STATE = 42
+K_RANGE = range(2, 11)
+PCA_COMPONENTS = 2
+DBSCAN_EPS = 1.2
+DBSCAN_MIN_SAMPLES = 10
+
+FEATURES_BASE = [
+    'H Shots', 'A Shots', 'H SOT', 'A SOT',
+    'H Fouls', 'A Fouls', 'H Yellow', 'A Yellow',
+    'H Red', 'A Red', 'H Corners', 'A Corners'
+]
+
+TRAIN_TEST_SPLIT = 0.2
+RF_N_ESTIMATORS = 400
+
+# Paths
+DATA_PATH = "data/england.csv"
+RESULTS_PATH = "results/"