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set terminal postscript color solid
set output "allplots.ps"
set grid
set xlabel "Number of neurons in the four layers"
set ylabel "Nanoseconds per connection"
set logscale
#set output "performance.ps"
set title "Performance of execution"
plot "fann_performance.out" title "fann" with lines -1, \
"fann_stepwise_performance.out" title "fann (stepwise)" with lines 2, \
"fann_fixed_performance.out" title "fann (fix)" with lines 1, \
"lwnn_performance.out" title "lwnn" with lines 8, \
"jneural_performance.out" title "jneural" with lines 9
set nologscale
set xlabel "Seconds of training"
set ylabel "Mean square error"
set logscale x
#set output "building.ps"
set title "building"
plot "building.fann_rprop.test.out" title "fann rprop test" with lines -1, \
"building.fann_rprop_stepwise.test.out" title "fann rprop (stepwise) test" with lines 2, \
"building.fann_cascade_rprop_multi_activation.test.out" title "fann cascade test" with lines 1, \
"building.fann_quickprop.test.out" title "fann quickprop test" with lines 3, \
"building.fann_batch.test.out" title "fann batch test" with lines 4, \
"building.fann_incremental.test.out" title "fann incremental test" with lines 5, \
"building.fann_incremental_momentum.test.out" title "fann incr mom test" with lines 6, \
"building.lwnn.test.out" title "lwnn incremental test" with lines 8, \
"building.jneural.test.out" title "jneural incremental test" with lines 9, \
"building.fann_rprop.train.out" title "fann rprop train" with lines -1, \
"building.fann_rprop_stepwise.train.out" title "fann rprop (stepwise) train" with lines 2, \
"building.fann_cascade_rprop_multi_activation.train.out" title "fann cascade train" with lines 1, \
"building.fann_quickprop.train.out" title "fann quickprop train" with lines 3, \
"building.fann_batch.train.out" title "fann batch train" with lines 4, \
"building.fann_incremental.train.out" title "fann incremental train" with lines 5, \
"building.fann_incremental_momentum.train.out" title "fann incr mom train" with lines 6, \
"building.lwnn.train.out" title "lwnn incremental train" with lines 8, \
"building.jneural.train.out" title "jneural incremental train" with lines 9
set nologscale
set logscale x
#set output "diabetes.ps"
set title "diabetes"
plot "diabetes.fann_rprop.test.out" title "fann rprop test" with lines -1, \
"diabetes.fann_rprop_stepwise.test.out" title "fann rprop (stepwise) test" with lines 2, \
"diabetes.fann_cascade_rprop_multi_activation.test.out" title "fann cascade test" with lines 1, \
"diabetes.fann_quickprop.test.out" title "fann quickprop test" with lines 3, \
"diabetes.fann_batch.test.out" title "fann batch test" with lines 4, \
"diabetes.fann_incremental.test.out" title "fann incremental test" with lines 5, \
"diabetes.fann_incremental_momentum.test.out" title "fann incr mom test" with lines 6, \
"diabetes.lwnn.test.out" title "lwnn incremental test" with lines 8, \
"diabetes.jneural.test.out" title "jneural incremental test" with lines 9, \
"diabetes.fann_rprop.train.out" title "fann rprop train" with lines -1, \
"diabetes.fann_rprop_stepwise.train.out" title "fann rprop (stepwise) train" with lines 2, \
"diabetes.fann_cascade_rprop_multi_activation.train.out" title "fann cascade train" with lines 1, \
"diabetes.fann_quickprop.train.out" title "fann quickprop train" with lines 3, \
"diabetes.fann_batch.train.out" title "fann batch train" with lines 4, \
"diabetes.fann_incremental.train.out" title "fann incremental train" with lines 5, \
"diabetes.fann_incremental_momentum.train.out" title "fann incr mom train" with lines 6, \
"diabetes.lwnn.train.out" title "lwnn incremental train" with lines 8, \
"diabetes.jneural.train.out" title "jneural incremental train" with lines 9
set nologscale
set logscale x
#set output "gene.ps"
set title "gene"
plot "gene.fann_rprop.test.out" title "fann rprop test" with lines -1, \
"gene.fann_rprop_stepwise.test.out" title "fann rprop (stepwise) test" with lines 2, \
"gene.fann_cascade_rprop_multi_activation.test.out" title "fann cascade test" with lines 1, \
"gene.fann_quickprop.test.out" title "fann quickprop test" with lines 3, \
"gene.fann_batch.test.out" title "fann batch test" with lines 4, \
"gene.fann_incremental.test.out" title "fann incremental test" with lines 5, \
"gene.fann_incremental_momentum.test.out" title "fann incr mom test" with lines 6, \
"gene.lwnn.test.out" title "lwnn incremental test" with lines 8, \
"gene.jneural.test.out" title "jneural incremental test" with lines 9, \
"gene.fann_rprop.train.out" title "fann rprop train" with lines -1, \
"gene.fann_rprop_stepwise.train.out" title "fann rprop (stepwise) train" with lines 2, \
"gene.fann_cascade_rprop_multi_activation.train.out" title "fann cascade train" with lines 1, \
"gene.fann_quickprop.train.out" title "fann quickprop train" with lines 3, \
"gene.fann_batch.train.out" title "fann batch train" with lines 4, \
"gene.fann_incremental.train.out" title "fann incremental train" with lines 5, \
"gene.fann_incremental_momentum.train.out" title "fann incr mom train" with lines 6, \
"gene.lwnn.train.out" title "lwnn incremental train" with lines 8, \
"gene.jneural.train.out" title "jneural incremental train" with lines 9
set nologscale
set logscale x
#set output "mushroom.ps"
set title "mushroom"
plot "mushroom.fann_rprop.test.out" title "fann rprop test" with lines -1, \
"mushroom.fann_rprop_stepwise.test.out" title "fann rprop (stepwise) test" with lines 2, \
"mushroom.fann_cascade_rprop_multi_activation.test.out" title "fann cascade test" with lines 1, \
"mushroom.fann_quickprop.test.out" title "fann quickprop test" with lines 3, \
"mushroom.fann_batch.test.out" title "fann batch test" with lines 4, \
"mushroom.fann_incremental.test.out" title "fann incremental test" with lines 5, \
"mushroom.fann_incremental_momentum.test.out" title "fann incr mom test" with lines 6, \
"mushroom.lwnn.test.out" title "lwnn incremental test" with lines 8, \
"mushroom.jneural.test.out" title "jneural incremental test" with lines 9, \
"mushroom.fann_rprop.train.out" title "fann rprop train" with lines -1, \
"mushroom.fann_rprop_stepwise.train.out" title "fann rprop (stepwise) train" with lines 2, \
"mushroom.fann_cascade_rprop_multi_activation.train.out" title "fann cascade train" with lines 1, \
"mushroom.fann_quickprop.train.out" title "fann quickprop train" with lines 3, \
"mushroom.fann_batch.train.out" title "fann batch train" with lines 4, \
"mushroom.fann_incremental.train.out" title "fann incremental train" with lines 5, \
"mushroom.fann_incremental_momentum.train.out" title "fann incr mom train" with lines 6, \
"mushroom.lwnn.train.out" title "lwnn incremental train" with lines 8, \
"mushroom.jneural.train.out" title "jneural incremental train" with lines 9
set nologscale
set logscale x
#set output "parity8.ps"
set title "parity8"
plot "parity8.fann_rprop.train.out" title "fann rprop train" with lines -1, \
"parity8.fann_rprop_stepwise.train.out" title "fann rprop (stepwise) train" with lines 2, \
"parity8.fann_cascade_rprop_multi_activation.train.out" title "fann cascade train" with lines 1, \
"parity8.fann_quickprop.train.out" title "fann quickprop train" with lines 3, \
"parity8.fann_batch.train.out" title "fann batch train" with lines 4, \
"parity8.fann_incremental.train.out" title "fann incremental train" with lines 5, \
"parity8.fann_incremental_momentum.train.out" title "fann incr mom train" with lines 6, \
"parity8.lwnn.train.out" title "lwnn incremental train" with lines 8, \
"parity8.jneural.train.out" title "jneural incremental train" with lines 9
set nologscale
set logscale x
#set output "parity13.ps"
set title "parity13"
plot "parity13.fann_rprop.train.out" title "fann rprop train" with lines -1, \
"parity13.fann_rprop_stepwise.train.out" title "fann rprop (stepwise) train" with lines 2, \
"parity13.fann_cascade_rprop_multi_activation.train.out" title "fann cascade train" with lines 1, \
"parity13.fann_quickprop.train.out" title "fann quickprop train" with lines 3, \
"parity13.fann_batch.train.out" title "fann batch train" with lines 4, \
"parity13.fann_incremental.train.out" title "fann incremental train" with lines 5, \
"parity13.fann_incremental_momentum.train.out" title "fann incr mom train" with lines 6, \
"parity13.lwnn.train.out" title "lwnn incremental train" with lines 8, \
"parity13.jneural.train.out" title "jneural incremental train" with lines 9
set nologscale
set logscale y
#set output "pumadyn-32fm.ps"
set title "pumadyn-32fm"
plot "pumadyn-32fm.fann_rprop.test.out" title "fann rprop test" with lines -1, \
"pumadyn-32fm.fann_rprop_stepwise.test.out" title "fann rprop (stepwise) test" with lines 2, \
"pumadyn-32fm.fann_cascade_rprop_multi_activation.test.out" title "fann cascade test" with lines 1, \
"pumadyn-32fm.fann_quickprop.test.out" title "fann quickprop test" with lines 3, \
"pumadyn-32fm.fann_batch.test.out" title "fann batch test" with lines 4, \
"pumadyn-32fm.fann_incremental.test.out" title "fann incremental test" with lines 5, \
"pumadyn-32fm.fann_incremental_momentum.test.out" title "fann incr mom test" with lines 6, \
"pumadyn-32fm.lwnn.test.out" title "lwnn incremental test" with lines 8, \
"pumadyn-32fm.jneural.test.out" title "jneural incremental test" with lines 9, \
"pumadyn-32fm.fann_rprop.train.out" title "fann rprop train" with lines -1, \
"pumadyn-32fm.fann_rprop_stepwise.train.out" title "fann rprop (stepwise) train" with lines 2, \
"pumadyn-32fm.fann_cascade_rprop_multi_activation.train.out" title "fann cascade train" with lines 1, \
"pumadyn-32fm.fann_quickprop.train.out" title "fann quickprop train" with lines 3, \
"pumadyn-32fm.fann_batch.train.out" title "fann batch train" with lines 4, \
"pumadyn-32fm.fann_incremental.train.out" title "fann incremental train" with lines 5, \
"pumadyn-32fm.fann_incremental_momentum.train.out" title "fann incr mom train" with lines 6, \
"pumadyn-32fm.lwnn.train.out" title "lwnn incremental train" with lines 8, \
"pumadyn-32fm.jneural.train.out" title "jneural incremental train" with lines 9
set nologscale
set logscale
#set output "robot.ps"
set title "robot"
plot "robot.fann_rprop.test.out" title "fann rprop test" with lines -1, \
"robot.fann_rprop_stepwise.test.out" title "fann rprop (stepwise) test" with lines 2, \
"robot.fann_cascade_rprop_multi_activation.test.out" title "fann cascade test" with lines 1, \
"robot.fann_quickprop.test.out" title "fann quickprop test" with lines 3, \
"robot.fann_batch.test.out" title "fann batch test" with lines 4, \
"robot.fann_incremental.test.out" title "fann incremental test" with lines 5, \
"robot.fann_incremental_momentum.test.out" title "fann incr mom test" with lines 6, \
"robot.lwnn.test.out" title "lwnn incremental test" with lines 8, \
"robot.jneural.test.out" title "jneural incremental test" with lines 9, \
"robot.fann_rprop.train.out" title "fann rprop train" with lines -1, \
"robot.fann_rprop_stepwise.train.out" title "fann rprop (stepwise) train" with lines 2, \
"robot.fann_cascade_rprop_multi_activation.train.out" title "fann cascade train" with lines 1, \
"robot.fann_quickprop.train.out" title "fann quickprop train" with lines 3, \
"robot.fann_batch.train.out" title "fann batch train" with lines 4, \
"robot.fann_incremental.train.out" title "fann incremental train" with lines 5, \
"robot.fann_incremental_momentum.train.out" title "fann incr mom train" with lines 6, \
"robot.lwnn.train.out" title "lwnn incremental train" with lines 8, \
"robot.jneural.train.out" title "jneural incremental train" with lines 9
set logscale x
#set output "soybean.ps"
set title "soybean"
plot "soybean.fann_rprop.test.out" title "fann rprop test" with lines -1, \
"soybean.fann_rprop_stepwise.test.out" title "fann rprop (stepwise) test" with lines 2, \
"soybean.fann_cascade_rprop_multi_activation.test.out" title "fann cascade test" with lines 1, \
"soybean.fann_quickprop.test.out" title "fann quickprop test" with lines 3, \
"soybean.fann_batch.test.out" title "fann batch test" with lines 4, \
"soybean.fann_incremental.test.out" title "fann incremental test" with lines 5, \
"soybean.fann_incremental_momentum.test.out" title "fann incr mom test" with lines 6, \
"soybean.lwnn.test.out" title "lwnn incremental test" with lines 8, \
"soybean.jneural.test.out" title "jneural incremental test" with lines 9, \
"soybean.fann_rprop.train.out" title "fann rprop train" with lines -1, \
"soybean.fann_rprop_stepwise.train.out" title "fann rprop (stepwise) train" with lines 2, \
"soybean.fann_cascade_rprop_multi_activation.train.out" title "fann cascade train" with lines 1, \
"soybean.fann_quickprop.train.out" title "fann quickprop train" with lines 3, \
"soybean.fann_batch.train.out" title "fann batch train" with lines 4, \
"soybean.fann_incremental.train.out" title "fann incremental train" with lines 5, \
"soybean.fann_incremental_momentum.train.out" title "fann incr mom train" with lines 6, \
"soybean.lwnn.train.out" title "lwnn incremental train" with lines 8, \
"soybean.jneural.train.out" title "jneural incremental train" with lines 9
set nologscale
set logscale y
#set output "thyroid.ps"
set title "thyroid"
plot "thyroid.fann_rprop.test.out" title "fann rprop test" with lines -1, \
"thyroid.fann_rprop_stepwise.test.out" title "fann rprop (stepwise) test" with lines 2, \
"thyroid.fann_cascade_rprop_multi_activation.test.out" title "fann cascade test" with lines 1, \
"thyroid.fann_quickprop.test.out" title "fann quickprop test" with lines 3, \
"thyroid.fann_batch.test.out" title "fann batch test" with lines 4, \
"thyroid.fann_incremental.test.out" title "fann incremental test" with lines 5, \
"thyroid.fann_incremental_momentum.test.out" title "fann incr mom test" with lines 6, \
"thyroid.lwnn.test.out" title "lwnn incremental test" with lines 8, \
"thyroid.jneural.test.out" title "jneural incremental test" with lines 9, \
"thyroid.fann_rprop.train.out" title "fann rprop train" with lines -1, \
"thyroid.fann_rprop_stepwise.train.out" title "fann rprop (stepwise) train" with lines 2, \
"thyroid.fann_cascade_rprop_multi_activation.train.out" title "fann cascade train" with lines 1, \
"thyroid.fann_quickprop.train.out" title "fann quickprop train" with lines 3, \
"thyroid.fann_batch.train.out" title "fann batch train" with lines 4, \
"thyroid.fann_incremental.train.out" title "fann incremental train" with lines 5, \
"thyroid.fann_incremental_momentum.train.out" title "fann incr mom train" with lines 6, \
"thyroid.lwnn.train.out" title "lwnn incremental train" with lines 8, \
"thyroid.jneural.train.out" title "jneural incremental train" with lines 9
set nologscale
set logscale x
#set output "two-spiral.ps"
set title "two-spiral"
plot "two-spiral.fann_rprop.test.out" title "fann rprop test" with lines -1, \
"two-spiral.fann_rprop_stepwise.test.out" title "fann rprop (stepwise) test" with lines 2, \
"two-spiral.fann_cascade_rprop_multi_activation.test.out" title "fann cascade test" with lines 1, \
"two-spiral.fann_quickprop.test.out" title "fann quickprop test" with lines 3, \
"two-spiral.fann_batch.test.out" title "fann batch test" with lines 4, \
"two-spiral.fann_incremental.test.out" title "fann incremental test" with lines 5, \
"two-spiral.fann_incremental_momentum.test.out" title "fann incr mom test" with lines 6, \
"two-spiral.lwnn.test.out" title "lwnn incremental test" with lines 8, \
"two-spiral.jneural.test.out" title "jneural incremental test" with lines 9, \
"two-spiral.fann_rprop.train.out" title "fann rprop train" with lines -1, \
"two-spiral.fann_rprop_stepwise.train.out" title "fann rprop (stepwise) train" with lines 2, \
"two-spiral.fann_cascade_rprop_multi_activation.train.out" title "fann cascade train" with lines 1, \
"two-spiral.fann_quickprop.train.out" title "fann quickprop train" with lines 3, \
"two-spiral.fann_batch.train.out" title "fann batch train" with lines 4, \
"two-spiral.fann_incremental.train.out" title "fann incremental train" with lines 5, \
"two-spiral.fann_incremental_momentum.train.out" title "fann incr mom train" with lines 6, \
"two-spiral.lwnn.train.out" title "lwnn incremental train" with lines 8, \
"two-spiral.jneural.train.out" title "jneural incremental train" with lines 9
set nologscale
set output
set terminal x11
|
