tweak image generation

Author: parrt

python/src/images/leave_one_out.pdf

@@ -23,11 +23,12 @@
 java_guava = [0.10330579,0.071428575,0.04477612,0.05532863,0.042372882,0.046865217,0.036753446,0.034443818,0.029850746,0.03514377,0.030805686,0.032786883,0.029288704,0.028169014,0.03409091,0.027760051,0.026697177,0.025316456,0.033333335,0.02254283,0.027272727,0.024691358,0.024647888,0.02567394,0.024539877,0.025817556,0.023809524,0.023255814,0.02587519,0.031927712]
 ax.plot(range(1,len(java_guava)+1), java_guava, label="java_guava", marker='>', color='m')
 
+ax.tick_params(axis='both', which='major', labelsize=18)
 ax.yaxis.grid(True, linestyle='-', which='major', color='lightgrey', alpha=0.5)
-ax.set_xlabel("Number of training files in sample corpus subset", fontsize=14)
-ax.set_ylabel("Median Error rate for 50 trials", fontsize=14)
+ax.set_xlabel("Number of training files in sample corpus subset", fontsize=20)
+ax.set_ylabel("Median Error rate for 50 trials", fontsize=20)
 #ax.set_title("Effect of Corpus size on Median Leave-one-out Validation Error Rate")
-plt.legend()
+plt.legend(fontsize=18)
 plt.tight_layout()
 fig.savefig('images/subset_validator.pdf', format='pdf')
 plt.show()

python/src/images/subset_validator.pdf

@@ -18,9 +18,11 @@
 ax.plot(ks, antlr, label="antlr", marker='.', color='k')
 ax.plot(ks, sqlite, label="sqlite", marker='o', color='y')
 ax.plot(ks, tsql, label="tsql", marker='p', color='r')
-ax.set_xlabel("$k$ nearest neighbors", fontsize=14)
-ax.set_ylabel("Median error rate", fontsize=14)
+ax.tick_params(axis='both', which='major', labelsize=18)
+
+ax.set_xlabel("$k$ nearest neighbors", fontsize=20)
+ax.set_ylabel("Median error rate", fontsize=20)
 #ax.set_title("k Nearest Neighbors vs\nLeave-one-out Validation Error Rate")
-plt.legend()
+plt.legend(fontsize=18)
 fig.savefig('images/vary_k.pdf', format='pdf')
 plt.show()

python/src/images/vary_k.pdf

@@ -24,7 +24,14 @@
 import java.util.concurrent.Executors;
 import java.util.concurrent.TimeUnit;
 
+import static org.antlr.codebuff.Tool.ANTLR4_DESCR;
+import static org.antlr.codebuff.Tool.JAVA8_DESCR;
+import static org.antlr.codebuff.Tool.JAVA8_GUAVA_DESCR;
+import static org.antlr.codebuff.Tool.JAVA_DESCR;
+import static org.antlr.codebuff.Tool.JAVA_GUAVA_DESCR;
+import static org.antlr.codebuff.Tool.SQLITE_CLEAN_DESCR;
 import static org.antlr.codebuff.Tool.SQLITE_NOISY_DESCR;
+import static org.antlr.codebuff.Tool.TSQL_CLEAN_DESCR;
 import static org.antlr.codebuff.Tool.TSQL_NOISY_DESCR;
 import static org.antlr.codebuff.Tool.getFilenames;
 import static org.antlr.codebuff.Tool.load;
@@ -275,12 +282,13 @@ public static String testAllLanguages(LangDescriptor[] languages, String[] corpu
 				"           widths=.35,\n"+
 				"           labels=labels,\n"+
 				"           showfliers=False)\n"+
-				"ax.set_xticklabels(labels, rotation=60, fontsize=12)\n"+
-				"plt.xticks(range(1,len(labels)+1), labels, rotation=60)\n" +
+				"ax.set_xticklabels(labels, rotation=60, fontsize=18)\n"+
+				"ax.tick_params(axis='both', which='major', labelsize=18)\n"+
+				"plt.xticks(range(1,len(labels)+1), labels, rotation=60, fontsize=18)\n" +
 				"pylab.ylim([0,.28])\n"+
 				"ax.yaxis.grid(True, linestyle='-', which='major', color='lightgrey', alpha=0.5)\n" +
-				"ax.set_xlabel(\"Grammar and corpus size\", fontsize=14)\n"+
-				"ax.set_ylabel(\"Misclassification Error Rate\", fontsize=14)\n" +
+				"ax.set_xlabel(\"Grammar and corpus size\", fontsize=20)\n"+
+				"ax.set_ylabel(\"Misclassification Error Rate\", fontsize=20)\n" +
 				"# ax.set_title(\"Leave-one-out Validation Using Error Rate\\nBetween Formatted and Original File\")\n"+
 				"plt.tight_layout()\n" +
 				"fig.savefig('images/%s', format='pdf')\n"+
@@ -290,13 +298,13 @@ public static String testAllLanguages(LangDescriptor[] languages, String[] corpu
 
 	public static void main(String[] args) throws Exception {
 		LangDescriptor[] languages = new LangDescriptor[] {
-//			JAVA_DESCR,
-//			JAVA8_DESCR,
-//			JAVA_GUAVA_DESCR,
-//			JAVA8_GUAVA_DESCR,
-//			ANTLR4_DESCR,
-//			SQLITE_CLEAN_DESCR,
-//			TSQL_CLEAN_DESCR,
+			JAVA_DESCR,
+			JAVA8_DESCR,
+			JAVA_GUAVA_DESCR,
+			JAVA8_GUAVA_DESCR,
+			ANTLR4_DESCR,
+			SQLITE_CLEAN_DESCR,
+			TSQL_CLEAN_DESCR,
 			SQLITE_NOISY_DESCR,
 			TSQL_NOISY_DESCR,
 //			QUORUM_DESCR,

python/src/leave_one_out.py

@@ -123,10 +123,11 @@ public static void writePython(LangDescriptor[] languages, List<Integer> ks, Flo
 			"fig = plt.figure()\n"+
 			"ax = plt.subplot(111)\n"+
 			"%s"+
-			"ax.set_xlabel(\"$k$ nearest neighbors\", fontsize=14)\n"+
-			"ax.set_ylabel(\"Median error rate\", fontsize=14)\n" +
+			"ax.tick_params(axis='both', which='major', labelsize=18)\n" +
+			"ax.set_xlabel(\"$k$ nearest neighbors\", fontsize=20)\n"+
+			"ax.set_ylabel(\"Median error rate\", fontsize=20)\n" +
 			"#ax.set_title(\"k Nearest Neighbors vs\\nLeave-one-out Validation Error Rate\")\n"+
-			"plt.legend()\n" +
+			"plt.legend(fontsize=18)\n\n" +
 			"fig.savefig('images/vary_k.pdf', format='pdf')\n"+
 			"plt.show()\n";
 		String code = String.format(python, Tool.version, new Date(), data, ks, plot);