update

compare.sh

@@ -0,0 +1,30 @@
+#!/usr/bin/env bash
+
+FILE=./dataset.csv
+
+if ! [[ -f "$FILE" ]]; then
+    echo "$FILE not exist."
+    exit 1
+fi
+
+awk 'FNR>1' ${FILE} | shuf > ./data/train.csv
+head -n 1   ${FILE} > ./tmp.csv
+head -n 1   ${FILE} > ./data/test.csv
+cat  ./data/train.csv >> ./tmp.csv
+tail -n 50 tmp.csv >> ./data/test.csv
+
+
+for step in {51..501..50}
+do
+	echo "step=${step}"
+	tail -n ${step} tmp.csv > ./data/train.csv
+	algorithm=lr   python3 rf.py
+	algorithm=rf   python3 rf.py
+	algorithm=tree python3 rf.py
+	algorithm=ada  python3 rf.py
+	algorithm=gbdt python3 rf.py
+done
+
+rm ./data/train.csv
+rm ./data/test.csv
+rm tmp.csv