Updated parameterization for the more data plots

MiguelPeralvo · May 17, 2014 · 07e1389 · 07e1389
1 parent 98b85bb
commit 07e1389
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Showing 5 changed files with 2 additions and 2 deletions.
diff --git a/fig/more_data.json b/fig/more_data.json
@@ -1 +1 @@
-[69.44, 76.13, 85.21, 88.89, 91.16, 93.54, 94.4, 95.3, 96.15]
+[69.09, 76.37, 85.29, 88.85, 91.27, 93.24, 94.89, 95.85, 95.97]
diff --git a/fig/more_data.png b/fig/more_data.png
diff --git a/fig/more_data.py b/fig/more_data.py
@@ -40,7 +40,7 @@ def run_networks():
         print "\n\nTraining network with data set size %s" % size
         net.large_weight_initializer()
         num_epochs = 1500000 / size 
-        net.SGD(training_data[:size], num_epochs, 10, 0.5, lmbda = 5.0)
+        net.SGD(training_data[:size], num_epochs, 10, 0.5, lmbda = size*0.0001)
         accuracy = net.accuracy(validation_data) / 100.0
         print "Accuracy was %s percent" % accuracy
         accuracies.append(accuracy)

diff --git a/fig/more_data_comparison.png b/fig/more_data_comparison.png
diff --git a/fig/more_data_log.png b/fig/more_data_log.png
Original file line number	Diff line number	Diff line change
		@@ -1 +1 @@
		[69.44, 76.13, 85.21, 88.89, 91.16, 93.54, 94.4, 95.3, 96.15]
		[69.09, 76.37, 85.29, 88.85, 91.27, 93.24, 94.89, 95.85, 95.97]