update to p3b1 parameter set

Author: pbalapra

workflows/p3b1_mlrMBO/data/parameter_set3.R

@@ -13,24 +13,25 @@ param.set <- makeParamSet(
     values = c("adam", "sgd", "rmsprop","adagrad",
                "adadelta")),
   makeDiscreteParam("shared_nnet_spec", 
-    values= c( "400", "500", "600", "700", 
-               "800", "900", "1000", "1100",  "1200", 
-               "400,400", "500,500", "600,600", "700,700", 
-               "800,800", "900,900", "1000,1000", "1100,1100", 
-               "1200,1200" ) ),
+    values= c( "400", "500", "600", "700" 
+               #"800", "900", "1000", "1100",  "1200", 
+               #"400,400", "500,500", "600,600", "700,700", 
+               #"800,800", "900,900", "1000,1000", "1100,1100", 
+               #"1200,1200" 
+	       ) ),
   makeDiscreteParam("ind_nnet_spec",
-    values= c( "400:400:400", "600:600:600", 
-               "800:800:800", "1000:1000:1000",
-               "1200:1200:1200",
-               "400,400:400,400:400,400", "600,600:600,600:600,600", 
-               "800,800:800,800:800,800", "1000,1000:1000,1000:1000,1000",
-               "1200,1200:1200,1200:1200,1200",
-               "800,400:800,400:800,400",
-               "1200,400:1200,400:1200,400",
-               "1200,800,400:1200,800,400:1200,800,400"
-  ) ),
+    values= c( "400:400:400", "600:600:600" 
+               #"800:800:800", "1000:1000:1000",
+               #"1200:1200:1200",
+               #"400,400:400,400:400,400", "600,600:600,600:600,600", 
+               #"800,800:800,800:800,800", "1000,1000:1000,1000:1000,1000",
+               #"1200,1200:1200,1200:1200,1200",
+               #"800,400:800,400:800,400",
+               #"1200,400:1200,400:1200,400",
+               #"1200,800,400:1200,800,400:1200,800,400"
+	       )),
   makeDiscreteParam("batch_size", values = c(16,32,64,128,256)),
-  makeIntegerParam("epochs", lower = 10, upper = 100)
+  makeIntegerParam("epochs", lower = 5, upper = 50)
 )