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train_with_tf_estimator_hppi.json
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train_with_tf_estimator_hppi.json
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{
"coding" : {
"ct" : { "num_input" : 686, "num_classes" : 2 },
"ac" : { "num_input" : 420, "num_classes" : 2 },
"ct+ac" : { "num_input" : 1106, "num_classes" : 2 },
"ld" : { "num_input" : 1260, "num_classes" : 2 },
"mos" : { "num_input" : 58, "num_classes" : 2 }
},
"data_sets" : {
"ct" : { "coding" : "ct", "dir" : "data/02-ct-bin" },
"ac" : { "coding" : "ac", "dir" : "data/03-ac-bin" },
"ld" : { "coding" : "ld", "dir" : "data/04-ld-bin" },
"mos" : { "coding" : "mos", "dir" : "data/05-mos-bin" },
"c_elegan_ct" : { "coding" : "ct", "dir" : "data/predict_PPI/C.elegan/bin/ct" },
"c_elegan_ac" : { "coding" : "ac", "dir" : "data/predict_PPI/C.elegan/bin/ac" },
"c_elegan_ct+ac" : { "coding" : "ct+ac", "dir" : "data/predict_PPI/C.elegan/bin/ct+ac" },
"drosophila_ct" : { "coding" : "ct", "dir" : "data/predict_PPI/Drosophila/bin/ct" },
"drosophila_ac" : { "coding" : "ac", "dir" : "data/predict_PPI/Drosophila/bin/ac" },
"drosophila_ct+ac" : { "coding" : "ct+ac", "dir" : "data/predict_PPI/Drosophila/bin/ct+ac" },
"e_coli_ct" : { "coding" : "ct", "dir" : "data/predict_PPI/E.coli/bin/ct" },
"e_coli_ac" : { "coding" : "ac", "dir" : "data/predict_PPI/E.coli/bin/ac" },
"e_coli_ct+ac" : { "coding" : "ct+ac", "dir" : "data/predict_PPI/E.coli/bin/ct+ac" },
"human_ct" : { "coding" : "ct", "dir" : "data/predict_PPI/Human/bin/ct" },
"human_ac" : { "coding" : "ac", "dir" : "data/predict_PPI/Human/bin/ac" },
"human_ct+ac" : { "coding" : "ct+ac", "dir" : "data/predict_PPI/Human/bin/ct+ac" },
"yeast_ct" : { "coding" : "ct", "dir" : "data/predict_PPI/Yeast/bin/ct" },
"yeast_ac" : { "coding" : "ac", "dir" : "data/predict_PPI/Yeast/bin/ac" },
"yeast_ct+ac" : { "coding" : "ct+ac", "dir" : "data/predict_PPI/Yeast/bin/ct+ac" },
"rice_ct" : { "coding" : "ct", "dir" : "data/predict_PPI/Rice/bin/ct" },
"rice_ac" : { "coding" : "ac", "dir" : "data/predict_PPI/Rice/bin/ac" },
"rice_ct+ac" : { "coding" : "ct+ac", "dir" : "data/predict_PPI/Rice/bin/ct+ac" },
"rice2_ct+ac" : { "coding" : "ct+ac", "dir" : "data/predict_PPI/Rice2/bin/ct+ac" },
"cd_ct" : { "coding" : "ct", "dir" : "data/Benchmark_CD_CT" },
"cd_ac" : { "coding" : "ac", "dir" : "data/Benchmark_CD_AC" },
"cd_ld" : { "coding" : "ld", "dir" : "data/Benchmark_CD_LD" },
"cd_mos" : { "coding" : "mos", "dir" : "data/Benchmark_CD_MOS" }
},
"models" : {
"ct(686x2)_64_relu_Adam_0.01_dropout_0" :
{ "data_sets_info" : "ct", "hidden_units" : [64], "learning_rate" : 0.01, "dropout" : 0, "times" : 30 },
"ct(686x2)_64_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ct", "hidden_units" : [64], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ct(686x2)_64_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "ct", "hidden_units" : [64], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"ct(686x2)_64_relu_Adam_1e-05_dropout_0" :
{ "data_sets_info" : "ct", "hidden_units" : [64], "learning_rate" : 0.00001, "dropout" : 0, "times" : 30 },
"ct(686x2)_128_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ct", "hidden_units" : [128], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ct(686x2)_256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ct", "hidden_units" : [256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ct(686x2)_512_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ct", "hidden_units" : [512], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ct(686x2)_1024_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ct", "hidden_units" : [1024], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ct(686x2)_256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ct", "hidden_units" : [256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ct(686x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ct", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ct(686x2)_256x256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ct", "hidden_units" : [256,256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ct(686x2)_256x256x256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ct", "hidden_units" : [256,256,256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ct(686x2)_256x256x256x256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ct", "hidden_units" : [256,256,256,256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ct(686x2)_256x256x256x256x256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ct", "hidden_units" : [256,256,256,256,256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ct(686x2)_256x256x256_relu_Adam_0.001_dropout_0.1" :
{ "data_sets_info" : "ct", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.1, "times" : 30 },
"ct(686x2)_256x256x256_relu_Adam_0.001_dropout_0.3" :
{ "data_sets_info" : "ct", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.3, "times" : 30 },
"ct(686x2)_256x256x256_relu_Adam_0.001_dropout_0.4" :
{ "data_sets_info" : "ct", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.4, "times" : 30 },
"ct(686x2)_256x256x256_relu_Adam_0.001_dropout_0.5" :
{ "data_sets_info" : "ct", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.5, "times" : 30 },
"ct(686x2)_256x256x256_relu_Adam_0.001_dropout_0.6" :
{ "data_sets_info" : "ct", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.6, "times" : 30 },
"ct(686x2)_256x256x256_relu_Adam_0.001_dropout_0.7" :
{ "data_sets_info" : "ct", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.7, "times" : 30 },
"ct(686x2)_256x256x256_relu_Adam_0.001_dropout_0.9" :
{ "data_sets_info" : "ct", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.9, "times" : 30 },
"ac(420x2)_64_relu_Adam_0.01_dropout_0" :
{ "data_sets_info" : "ac", "hidden_units" : [64], "learning_rate" : 0.01, "dropout" : 0, "times" : 30 },
"ac(420x2)_64_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ac", "hidden_units" : [64], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ac(420x2)_64_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "ac", "hidden_units" : [64], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"ac(420x2)_64_relu_Adam_1e-05_dropout_0" :
{ "data_sets_info" : "ac", "hidden_units" : [64], "learning_rate" : 0.00001, "dropout" : 0, "times" : 30 },
"ac(420x2)_128_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ac", "hidden_units" : [128], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ac(420x2)_256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ac", "hidden_units" : [256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ac(420x2)_512_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ac", "hidden_units" : [512], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ac(420x2)_1024_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ac", "hidden_units" : [1024], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ac(420x2)_256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ac", "hidden_units" : [256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ac(420x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ac(420x2)_256x256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ac", "hidden_units" : [256,256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ac(420x2)_256x256x256_relu_Adam_0.001_dropout_0.1" :
{ "data_sets_info" : "ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.1, "times" : 30 },
"ac(420x2)_256x256x256_relu_Adam_0.001_dropout_0.3" :
{ "data_sets_info" : "ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.3, "times" : 30 },
"ac(420x2)_256x256x256_relu_Adam_0.001_dropout_0.5" :
{ "data_sets_info" : "ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.5, "times" : 30 },
"ac(420x2)_256x256x256_relu_Adam_0.001_dropout_0.7" :
{ "data_sets_info" : "ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.7, "times" : 30 },
"ac(420x2)_256x256x256_relu_Adam_0.001_dropout_0.8" :
{ "data_sets_info" : "ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.8, "times" : 30 },
"ac(420x2)_256x256x256_relu_Adam_0.001_dropout_0.9" :
{ "data_sets_info" : "ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.9, "times" : 30 },
"mos(58x2)_64_relu_Adam_0.01_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [64], "learning_rate" : 0.01, "dropout" : 0, "times" : 30 },
"mos(58x2)_64_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [64], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"mos(58x2)_64_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [64], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"mos(58x2)_64_relu_Adam_1e-05_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [64], "learning_rate" : 0.00001, "dropout" : 0, "times" : 30 },
"mos(58x2)_128_relu_Adam_0.01_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [128], "learning_rate" : 0.01, "dropout" : 0, "times" : 30 },
"mos(58x2)_256_relu_Adam_0.01_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [256], "learning_rate" : 0.01, "dropout" : 0, "times" : 30 },
"mos(58x2)_512_relu_Adam_0.01_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [512], "learning_rate" : 0.01, "dropout" : 0, "times" : 30 },
"mos(58x2)_1024_relu_Adam_0.01_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [1024], "learning_rate" : 0.01, "dropout" : 0, "times" : 30 },
"mos(58x2)_512x512_relu_Adam_0.01_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [512,512], "learning_rate" : 0.01, "dropout" : 0, "times" : 30 },
"mos(58x2)_512x512x512_relu_Adam_0.01_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [512,512,512], "learning_rate" : 0.01, "dropout" : 0, "times" : 30 },
"mos(58x2)_512x512x512x512_relu_Adam_0.01_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [512,512,512,512], "learning_rate" : 0.01, "dropout" : 0, "times" : 30 },
"mos(58x2)_512x512x512x512x512_relu_Adam_0.01_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [512,512,512,512,512], "learning_rate" : 0.01, "dropout" : 0, "times" : 30 },
"mos(58x2)_512x512x512_relu_Adam_0.01_dropout_0.1" :
{ "data_sets_info" : "mos", "hidden_units" : [512,512,512], "learning_rate" : 0.01, "dropout" : 0.1, "times" : 30 },
"mos(58x2)_512x512x512_relu_Adam_0.01_dropout_0.3" :
{ "data_sets_info" : "mos", "hidden_units" : [512,512,512], "learning_rate" : 0.01, "dropout" : 0.3, "times" : 30 },
"mos(58x2)_512x512x512_relu_Adam_0.01_dropout_0.5" :
{ "data_sets_info" : "mos", "hidden_units" : [512,512,512], "learning_rate" : 0.01, "dropout" : 0.5, "times" : 30 },
"mos(58x2)_512x512x512_relu_Adam_0.01_dropout_0.7" :
{ "data_sets_info" : "mos", "hidden_units" : [512,512,512], "learning_rate" : 0.01, "dropout" : 0.7, "times" : 30 },
"mos(58x2)_512x512x512_relu_Adam_0.01_dropout_0.9" :
{ "data_sets_info" : "mos", "hidden_units" : [512,512,512], "learning_rate" : 0.01, "dropout" : 0.9, "times" : 30 },
"mos(58x2)_128_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [128], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"mos(58x2)_256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"mos(58x2)_512_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [512], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"mos(58x2)_1024_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [1024], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"mos(58x2)_64x32x16_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [64,32,16], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"mos(58x2)_128x64x32_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [128,64,32], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"mos(58x2)_256x128x64_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [256,128,64], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"mos(58x2)_512x256x128_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [512,256,128], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"mos(58x2)_512x512_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "mos", "hidden_units" : [512,512], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ld(1260x2)_64_relu_Adam_0.01_dropout_0" :
{ "data_sets_info" : "ld", "hidden_units" : [64], "learning_rate" : 0.01, "dropout" : 0, "times" : 30 },
"ld(1260x2)_64_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "ld", "hidden_units" : [64], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"ld(1260x2)_64_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "ld", "hidden_units" : [64], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"ld(1260x2)_64_relu_Adam_1e-05_dropout_0" :
{ "data_sets_info" : "ld", "hidden_units" : [64], "learning_rate" : 0.00001, "dropout" : 0, "times" : 30 },
"ld(1260x2)_128_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "ld", "hidden_units" : [128], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"ld(1260x2)_256_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "ld", "hidden_units" : [256], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"ld(1260x2)_512_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "ld", "hidden_units" : [512], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"ld(1260x2)_1024_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "ld", "hidden_units" : [1024], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"ld(1260x2)_128x128_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "ld", "hidden_units" : [128,128], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"ld(1260x2)_128x128x128_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "ld", "hidden_units" : [128,128,128], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"ld(1260x2)_128x128x128x128_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "ld", "hidden_units" : [128,128,128,128], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"ld(1260x2)_128x64x32_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "ld", "hidden_units" : [128,64,32], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"ld(1260x2)_256x128x64_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "ld", "hidden_units" : [256,128,64], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"ld(1260x2)_256x128x64x32_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "ld", "hidden_units" : [256,128,64,32], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"ld(1260x2)_512x256x128x64_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "ld", "hidden_units" : [512,256,128,64], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"ld(1260x2)_256x128x64x32_relu_Adam_0.0001_dropout_0.001" :
{ "data_sets_info" : "ld", "hidden_units" : [256,128,64,32], "learning_rate" : 0.0001, "dropout" : 0.001, "times" : 30 },
"ld(1260x2)_256x128x64x32_relu_Adam_0.0001_dropout_0.01" :
{ "data_sets_info" : "ld", "hidden_units" : [256,128,64,32], "learning_rate" : 0.0001, "dropout" : 0.01, "times" : 30 },
"ld(1260x2)_256x128x64x32_relu_Adam_0.0001_dropout_0.1" :
{ "data_sets_info" : "ld", "hidden_units" : [256,128,64,32], "learning_rate" : 0.0001, "dropout" : 0.1, "times" : 30 },
"ld(1260x2)_256x128x64x32_relu_Adam_0.0001_dropout_0.3" :
{ "data_sets_info" : "ld", "hidden_units" : [256,128,64,32], "learning_rate" : 0.0001, "dropout" : 0.3, "times" : 30 },
"ld(1260x2)_256x128x64x32_relu_Adam_0.0001_dropout_0.5" :
{ "data_sets_info" : "ld", "hidden_units" : [256,128,64,32], "learning_rate" : 0.0001, "dropout" : 0.5, "times" : 30 },
"c_elegan_ct(686x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "c_elegan_ct", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"c_elegan_ac(420x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "c_elegan_ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"c_elegan_ct+ac(1106x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "c_elegan_ct+ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"drosophila_ct(686x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "drosophila_ct", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"drosophila_ac(420x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "drosophila_ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"drosophila_ct+ac(1106x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "drosophila_ct+ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"e_coli_ct(686x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "e_coli_ct", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"e_coli_ac(420x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "e_coli_ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"e_coli_ct+ac(1106x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "e_coli_ct+ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"human_ct(686x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "human_ct", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"human_ac(420x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "human_ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"human_ct+ac(1106x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "human_ct+ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"yeast_ct(686x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "yeast_ct", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"yeast_ac(420x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "yeast_ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"yeast_ct+ac(1106x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "yeast_ct+ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"c_elegan_ct+ac(1106x2)_256x256x256_relu_Adam_0.001_dropout_0.7" :
{ "data_sets_info" : "c_elegan_ct+ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.7, "times" : 30 },
"drosophila_ct+ac(1106x2)_256x256x256_relu_Adam_0.001_dropout_0.7" :
{ "data_sets_info" : "drosophila_ct+ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.7, "times" : 30 },
"e_coli_ct+ac(1106x2)_256x256x256_relu_Adam_0.001_dropout_0.7" :
{ "data_sets_info" : "e_coli_ct+ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.7, "times" : 30 },
"human_ct+ac(1106x2)_256x256x256_relu_Adam_0.001_dropout_0.7" :
{ "data_sets_info" : "human_ct+ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.7, "times" : 30 },
"yeast_ct+ac(1106x2)_256x256x256_relu_Adam_0.001_dropout_0.7" :
{ "data_sets_info" : "yeast_ct+ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.7, "times" : 30 },
"rice_ct(686x2)_64_relu_Adam_0.01_dropout_0" :
{ "data_sets_info" : "rice_ct", "hidden_units" : [64], "learning_rate" : 0.01, "dropout" : 0, "times" : 30 },
"rice_ct(686x2)_64_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "rice_ct", "hidden_units" : [64], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"rice_ct(686x2)_64_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "rice_ct", "hidden_units" : [64], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"rice_ct(686x2)_64_relu_Adam_1e-05_dropout_0" :
{ "data_sets_info" : "rice_ct", "hidden_units" : [64], "learning_rate" : 0.00001, "dropout" : 0, "times" : 30 },
"rice_ac(420x2)_64_relu_Adam_0.01_dropout_0" :
{ "data_sets_info" : "rice_ac", "hidden_units" : [64], "learning_rate" : 0.01, "dropout" : 0, "times" : 30 },
"rice_ac(420x2)_64_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "rice_ac", "hidden_units" : [64], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"rice_ac(420x2)_64_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "rice_ac", "hidden_units" : [64], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"rice_ac(420x2)_64_relu_Adam_1e-05_dropout_0" :
{ "data_sets_info" : "rice_ac", "hidden_units" : [64], "learning_rate" : 0.00001, "dropout" : 0, "times" : 30 },
"rice2_ct+ac(1106x2)_256x256x256_relu_Adam_0.001_dropout_0.7" :
{ "data_sets_info" : "rice2_ct+ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0.7, "times" : 30 },
"cd_mos(58x2)_64_relu_Adam_0.01_dropout_0" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [64], "learning_rate" : 0.01, "dropout" : 0, "times" : 30 },
"cd_mos(58x2)_64_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [64], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"cd_mos(58x2)_64_relu_Adam_0.0001_dropout_0" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [64], "learning_rate" : 0.0001, "dropout" : 0, "times" : 30 },
"cd_mos(58x2)_64_relu_Adam_1e-05_dropout_0" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [64], "learning_rate" : 0.00001, "dropout" : 0, "times" : 30 },
"cd_mos(58x2)_128_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [128], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"cd_mos(58x2)_256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"cd_mos(58x2)_512_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [512], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"cd_mos(58x2)_1024_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [1024], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"cd_mos(58x2)_512x512_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [512,512], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"cd_mos(58x2)_512x512x512_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [512,512,512], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"cd_mos(58x2)_512x512x512x512_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [512,512,512,512], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"cd_mos(58x2)_512x512x512x512x512_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [512,512,512,512,512], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"cd_mos(58x2)_512x512x512x512_relu_Adam_0.001_dropout_0.1" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [512,512,512,512], "learning_rate" : 0.001, "dropout" : 0.1, "times" : 30 },
"cd_mos(58x2)_512x512x512x512_relu_Adam_0.001_dropout_0.3" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [512,512,512,512], "learning_rate" : 0.001, "dropout" : 0.3, "times" : 30 },
"cd_mos(58x2)_512x512x512x512_relu_Adam_0.001_dropout_0.5" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [512,512,512,512], "learning_rate" : 0.001, "dropout" : 0.5, "times" : 30 },
"cd_mos(58x2)_512x512x512x512_relu_Adam_0.001_dropout_0.7" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [512,512,512,512], "learning_rate" : 0.001, "dropout" : 0.7, "times" : 30 },
"cd_mos(58x2)_512x512x512x512_relu_Adam_0.001_dropout_0.9" :
{ "data_sets_info" : "cd_mos", "hidden_units" : [512,512,512,512], "learning_rate" : 0.001, "dropout" : 0.9, "times" : 30 },
"cd_ct(686x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "cd_ct", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"cd_ac(420x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "cd_ac", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 },
"cd_ld(1260x2)_256x256x256_relu_Adam_0.001_dropout_0" :
{ "data_sets_info" : "cd_ld", "hidden_units" : [256,256,256], "learning_rate" : 0.001, "dropout" : 0, "times" : 30 }
,"ct(686x2)_64_relu_Adagrad_0.01_dropout_0" : { "data_sets_info" : "ct", "hidden_units" : [64], "optimizer" : "Adagrad", "learning_rate" : 0.01, "dropout" : 0, "times" : 30 }
,"ct(686x2)_64_relu_RMSProp_0.01_dropout_0" : { "data_sets_info" : "ct", "hidden_units" : [64], "optimizer" : "RMSProp", "learning_rate" : 0.01, "dropout" : 0, "times" : 30 }
,"ct(686x2)_64_relu_Adam_0.01_dropout_0_batch_032" : { "data_sets_info" : "ct", "hidden_units" : [64], "learning_rate" : 0.01, "dropout" : 0, "batch" : 32, "times" : 30 }
,"ct(686x2)_64_relu_Adam_0.01_dropout_0_batch_064" : { "data_sets_info" : "ct", "hidden_units" : [64], "learning_rate" : 0.01, "dropout" : 0, "batch" : 64, "times" : 30 }
,"ct(686x2)_64_relu_Adam_0.01_dropout_0_batch_128" : { "data_sets_info" : "ct", "hidden_units" : [64], "learning_rate" : 0.01, "dropout" : 0, "batch" : 128, "times" : 30 }
,"ct(686x2)_64_relu_Adam_0.01_dropout_0_batch_256" : { "data_sets_info" : "ct", "hidden_units" : [64], "learning_rate" : 0.01, "dropout" : 0, "batch" : 256, "times" : 30 }
}
}