weka和meka的.bat批量處理命令小結

1.weka和meka中都可以先導入數據，然後直接選擇模型配置各項參數，然後右鍵複製模型配置參數，粘貼到記事本中再做少量添加就變成了可執行的命令行命令。命令行執行可以輸出各個樣本預測的概率和標籤。
2.最笨的命令行方式(需要批量處理的文件個數少時)
weka和meka均適用。
2.1.weka

cd D:/Programs/weka-3.9/Weka-3-9
java weka.classifiers.functions.SMO -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" -calibrator "weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 -num-decimal-places 4"  -t  data/chem6_40_pinjie.arff -x 10 > D:/chem6_40_10_pinjie.txt
java weka.classifiers.functions.SMO -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" -calibrator "weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 -num-decimal-places 4"  -t  data/chem6_50_pinjie.arff -x 10 > D:/chem6_50_10_pinjie.txt
java weka.classifiers.functions.SMO -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" -calibrator "weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 -num-decimal-places 4"  -t  data/chem6_60_pinjie.arff -x 10 > D:/chem6_60_10_pinjie_pinjie.txt
java weka.classifiers.functions.SMO -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" -calibrator "weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 -num-decimal-places 4"  -t  data/chem6_70_pinjie.arff -x 10 > D:/chem6_70_10_pinjie_pinjie.txt
java weka.classifiers.functions.SMO -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" -calibrator "weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 -num-decimal-places 4"  -t  data/chem6_80_pinjie.arff -x 10 > D:/chem6_80_10_pinjie_pinjie.txt
java weka.classifiers.functions.SMO -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" -calibrator "weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 -num-decimal-places 4"  -t  data/chem6_90_pinjie.arff -x 10 > D:/chem6_90_10_pinjie.txt

2.2.meka

cd D:/Meka1.9.2
java -cp "./lib/*" meka.classifiers.multilabel.RAkELd -M 1 -k 14 -P 0 -N 0 -S 0 -x 10 -R -verbosity 7 -t data/chem6_700_pinjie.arff -W weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" -calibrator "weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 -num-decimal-places 4" > D:/360Downloads/suss_s2_k1.txt
java -cp "./lib/*" meka.classifiers.multilabel.RAkELd -M 2 -k 14 -P 0 -N 0 -S 0 -x 10 -R -verbosity 7 -t data/chem6_700_pinjie.arff -W weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" -calibrator "weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 -num-decimal-places 4" > D:/360Downloads/suss_s2_k2.txt
java -cp "./lib/*" meka.classifiers.multilabel.RAkELd -M 3 -k 14 -P 0 -N 0 -S 0 -x 10 -R -verbosity 7 -t data/chem6_700_pinjie.arff -W weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" -calibrator "weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 -num-decimal-places 4" > D:/360Downloads/suss_s2_k3.txt

3.找規律通過.bat的循環來批量處理文件
3.1.weka

@echo off
cd D:/Programs/weka-3.9/Weka-3-9
for  %%I in (40 50 60 70 80 90) do java weka.classifiers.functions.SMO -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" -calibrator "weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 -num-decimal-places 4"  -t  data/chem6_%%I_pinjie.arff -x 10 > D:/chem6_%%I_10_pinjie.txt
pause

3.2.meka

@echo off
cd D:/Meka1.9.2
for  %%I in (40 50 60 70 80 90) do  java -cp "./lib/*" meka.classifiers.multilabel.RAkELd -M 1 -k 14 -P 0 -N 0 -S 0 -x 10 -R -verbosity 7 -t data/chem6_%%I_pinjie.arff -W weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" -calibrator "weka.classifiers.functions.Logistic -R 1.0E-8 -M -1 -num-decimal-places 4"  > D:/360Downloads/suss_%%I_s2_k1.txt
pause