From 62ede297d6d19c428b5f957e1482e9a979886064 Mon Sep 17 00:00:00 2001 From: jajupmochi Date: Tue, 26 Mar 2019 16:17:00 +0100 Subject: [PATCH] rearrange notebooks directory. --- .../notebooks/results/spkernel/Acyclic.gm.npz | Bin 270719 -> 0 bytes .../results/spkernel/Acyclic.output.txt | 177 ------------------ .../results/spkernel/ds-unknown.gm.npz | Bin 270719 -> 0 bytes .../results/spkernel/ds-unknown.output.txt | 67 ------- 4 files changed, 244 deletions(-) delete mode 100644 notebooks/notebooks/results/spkernel/Acyclic.gm.npz delete mode 100644 notebooks/notebooks/results/spkernel/Acyclic.output.txt delete mode 100644 notebooks/notebooks/results/spkernel/ds-unknown.gm.npz delete mode 100644 notebooks/notebooks/results/spkernel/ds-unknown.output.txt diff --git a/notebooks/notebooks/results/spkernel/Acyclic.gm.npz b/notebooks/notebooks/results/spkernel/Acyclic.gm.npz deleted file mode 100644 index 3de187b9e91c924927b9a7a5b823a8d2388caa72..0000000000000000000000000000000000000000 GIT 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z&u47u<8F-aOP15*{^|37uLI-y>oK-}A7@-|)!mcV^#uJK==sp=#kk+hIBtH%ek^xQ z{ylo$mW=1~8OKZSC)-Z$|03gaQl+08<8!6Icf5}2&rO(q?-}W*pZi#`ARR#<)*EFM7T~^!OOtGR9Vw zaUAq~=;!qJJRB#FQ`L2HYw0|>)niuAd3;#J7xzi)k zI9_HJ!72Y%Sw<1wU7WL6ng0C4ffvzR5c8k^+A~>j{r64(EzSOY(@N~--$L!b@B8n} t`|tZg=de!B!~cEDf3N7jZ)sV?`v1DVdRlDkf1YE-|7x*4CCrL{|34a_20Q=& diff --git a/notebooks/notebooks/results/spkernel/Acyclic.output.txt b/notebooks/notebooks/results/spkernel/Acyclic.output.txt deleted file mode 100644 index e37dd27..0000000 --- a/notebooks/notebooks/results/spkernel/Acyclic.output.txt +++ /dev/null @@ -1,177 +0,0 @@ -###################### log time: 2019-03-26 10:59:51. ###################### - -# This file contains results of spkernel on dataset Acyclic, -# including gram matrices, serial numbers for gram matrix figures and performance. - -This is a regression problem. - -II. Gram matrices. - -the gram matrix with parameters {'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8} is: - -[[1. ,0.47140452,0.33333333,...,0.30151134,0.30512858,0.27852425], - [0.47140452,1. ,0. ,...,0.14213381,0.11986583,0.17232809], - [0.33333333,0. ,1. ,...,0.36851387,0.37293493,0.34815531], - ..., - [0.30151134,0.14213381,0.36851387,...,1. ,0.96429344,0.95175317], - [0.30512858,0.11986583,0.37293493,...,0.96429344,1. ,0.96671243], - [0.27852425,0.17232809,0.34815531,...,0.95175317,0.96671243,1. ]] - -1 gram matrices are calculated, 0 of which are ignored. - -serial numbers of gram matrix figures and their corresponding parameters settings: - -0: {'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8} - -III. Performance. - -best settings of hyper-params to build gram matrix: [{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8}] -best settings of other hyper-params: [{'alpha': 1e-06}] - -best_val_perf: 9.55244065682399 -best_val_std: 0.5574811966683159 -final_performance: [9.724426192585643] -final_confidence: [2.999822095078807] -train_performance: [6.141755071354953] -train_std: [0.2732168016478284] - -time to calculate gram matrix with different hyper-params: 16.95±nans -time to calculate best gram matrix: 16.95±nans -total training time with all hyper-param choices: 32.74s - -table of performance v.s. hyper-params: - -params train_perf valid_perf test_perf gram_matrix_time -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- ------------ ------------ ----------- ------------------ -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-10'} 6.14±0.28 9.70±0.61 9.74±3.00 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-10'} 6.13±0.27 9.75±0.74 9.74±3.03 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-09'} 6.14±0.28 9.68±0.45 9.74±3.04 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-09'} 6.14±0.28 9.75±0.55 9.76±2.99 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-08'} 6.14±0.28 9.60±0.65 9.71±2.99 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-08'} 6.14±0.27 9.74±0.64 9.74±3.00 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-07'} 6.14±0.28 9.60±0.66 9.73±2.98 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-07'} 6.14±0.28 9.77±0.65 9.77±3.07 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-06'} 6.14±0.27 9.55±0.56 9.72±3.00 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-06'} 6.13±0.27 9.79±0.61 9.73±3.04 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-05'} 6.14±0.27 9.68±0.57 9.75±3.01 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-05'} 6.14±0.27 9.75±0.57 9.70±3.02 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-04'} 6.14±0.27 9.56±0.56 9.69±2.98 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-04'} 6.15±0.27 9.62±0.65 9.70±2.97 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-03'} 6.19±0.27 9.65±0.74 9.69±2.98 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-03'} 6.36±0.27 9.73±0.46 9.71±2.92 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-02'} 6.80±0.25 9.90±0.52 9.93±2.98 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-02'} 7.63±0.25 10.33±0.57 10.29±3.01 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-01'} 9.25±0.25 11.41±0.56 11.29±2.90 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-01'} 12.42±0.25 14.03±0.34 14.06±2.65 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+00'} 17.48±0.24 18.67±0.35 19.06±2.33 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+00'} 24.52±0.21 25.24±0.31 26.11±2.41 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+01'} 34.07±0.20 34.29±0.31 35.50±4.09 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+01'} 48.90±0.28 48.62±0.40 49.78±7.09 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+02'} 75.87±0.52 75.45±0.68 76.11±9.09 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+02'} 107.85±0.80 107.50±0.87 107.80±9.36 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+03'} 128.21±0.96 127.84±1.04 128.07±9.24 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+03'} 136.81±1.03 136.43±1.13 136.63±9.17 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+04'} 139.82±1.05 139.40±1.13 139.63±9.14 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+04'} 140.80±1.05 140.41±1.07 140.61±9.13 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+05'} 141.12±1.06 140.71±1.04 140.92±9.13 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+05'} 141.22±1.06 140.84±1.12 141.02±9.13 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+06'} 141.25±1.06 140.79±1.12 141.06±9.13 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+06'} 141.26±1.06 140.87±1.06 141.07±9.13 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+07'} 141.26±1.06 140.85±1.07 141.07±9.13 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+07'} 141.26±1.06 140.79±1.05 141.07±9.13 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+08'} 141.26±1.06 140.79±1.17 141.07±9.13 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+08'} 141.26±1.06 140.86±1.08 141.07±9.13 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+09'} 141.26±1.06 140.93±1.06 141.07±9.13 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+09'} 141.26±1.06 140.85±1.13 141.07±9.13 16.95 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+10'} 141.26±1.06 140.80±1.07 141.07±9.13 16.95 - - - - -###################### log time: 2019-03-26 10:58:24. ###################### - -# This file contains results of spkernel on dataset Acyclic, -# including gram matrices, serial numbers for gram matrix figures and performance. - -This is a regression problem. - -II. Gram matrices. - -the gram matrix with parameters {'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8} is: - -[[1. ,0.47140452,0.33333333,...,0.30151134,0.30512858,0.27852425], - [0.47140452,1. ,0. ,...,0.14213381,0.11986583,0.17232809], - [0.33333333,0. ,1. ,...,0.36851387,0.37293493,0.34815531], - ..., - [0.30151134,0.14213381,0.36851387,...,1. ,0.96429344,0.95175317], - [0.30512858,0.11986583,0.37293493,...,0.96429344,1. ,0.96671243], - [0.27852425,0.17232809,0.34815531,...,0.95175317,0.96671243,1. ]] - -1 gram matrices are calculated, 0 of which are ignored. - -serial numbers of gram matrix figures and their corresponding parameters settings: - -0: {'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8} - -III. Performance. - -best settings of hyper-params to build gram matrix: [{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8}] -best settings of other hyper-params: [{'alpha': 1e-07}] - -best_val_perf: 9.574376867060177 -best_val_std: 0.7335499737848491 -final_performance: [9.50365754990661] -final_confidence: [2.8602395698342087] -train_performance: [6.17134653357633] -train_std: [0.25758350163124855] - -time to calculate gram matrix with different hyper-params: 1.29±nans -time to calculate best gram matrix: 1.29±nans -total training time with all hyper-param choices: 5.19s - -table of performance v.s. hyper-params: - -params train_perf valid_perf test_perf gram_matrix_time -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- ------------ ------------ ----------- ------------------ -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-10'} 6.16±0.26 9.75±0.65 9.54±2.84 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-10'} 6.16±0.26 9.75±0.66 9.53±2.90 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-09'} 6.17±0.27 9.78±0.61 9.50±2.82 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-09'} 6.16±0.26 9.79±0.56 9.53±2.83 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-08'} 6.17±0.26 9.70±0.58 9.52±2.84 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-08'} 6.16±0.25 9.81±0.68 9.52±2.82 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-07'} 6.17±0.26 9.57±0.73 9.50±2.86 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-07'} 6.16±0.26 9.95±0.70 9.51±2.86 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-06'} 6.17±0.26 9.81±0.58 9.54±2.88 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-06'} 6.16±0.26 9.74±0.70 9.53±2.94 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-05'} 6.17±0.26 9.71±0.61 9.54±2.92 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-05'} 6.17±0.26 9.69±0.61 9.51±2.88 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-04'} 6.17±0.26 9.72±0.70 9.50±2.79 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-04'} 6.18±0.26 9.62±0.73 9.42±2.85 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-03'} 6.21±0.26 9.91±0.52 9.40±2.78 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-03'} 6.39±0.25 9.86±0.64 9.42±2.79 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-02'} 6.83±0.25 9.94±0.56 9.59±2.80 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-02'} 7.66±0.24 10.30±0.45 9.99±2.69 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e-01'} 9.28±0.24 11.38±0.36 11.02±2.55 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e-01'} 12.45±0.22 14.06±0.38 13.79±2.36 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+00'} 17.53±0.21 18.74±0.31 18.88±2.23 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+00'} 24.57±0.19 25.32±0.28 26.29±2.72 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+01'} 34.07±0.22 34.30±0.34 36.29±4.52 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+01'} 48.85±0.34 48.65±0.41 51.21±7.45 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+02'} 75.76±0.57 75.36±0.60 77.93±9.56 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+02'} 107.68±0.86 107.24±0.95 109.70±9.96 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+03'} 128.01±1.04 127.59±1.03 129.96±9.91 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+03'} 136.59±1.11 136.19±1.20 138.51±9.86 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+04'} 139.60±1.14 139.22±1.11 141.51±9.84 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+04'} 140.58±1.15 140.22±1.21 142.49±9.83 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+05'} 140.89±1.15 140.48±1.14 142.80±9.83 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+05'} 140.99±1.15 140.54±1.17 142.90±9.83 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+06'} 141.02±1.15 140.61±1.20 142.93±9.83 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+06'} 141.04±1.15 140.65±1.23 142.94±9.83 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+07'} 141.04±1.15 140.66±1.20 142.94±9.83 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+07'} 141.04±1.15 140.64±1.24 142.94±9.83 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+08'} 141.04±1.15 140.65±1.14 142.95±9.83 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+08'} 141.04±1.15 140.61±1.22 142.95±9.83 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+09'} 141.04±1.15 140.58±1.15 142.95±9.83 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '3.16e+09'} 141.04±1.15 140.71±1.17 142.95±9.83 1.29 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 8, 'alpha': '1.00e+10'} 141.04±1.15 140.68±1.11 142.95±9.83 1.29 - diff --git a/notebooks/notebooks/results/spkernel/ds-unknown.gm.npz b/notebooks/notebooks/results/spkernel/ds-unknown.gm.npz deleted file mode 100644 index 7adfad7c3094fa34c5afc884dac4e18dd3a3c73d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 270719 zcmbrn2{=`6+x{=4qEUpTqCv@6G9+DvCJmx!mQ*xQLXnC}rU)e@8Yq-zLzI-rJWtzf z&!bHml&Jjgr@ijg`}Q2)<9+_Wr{jH}b?n_vesVW@5`Fx1#+TL1H{@lRfw) z`ZQ>C-`zj&2p#4glsEmljtSF#pDzP6CN7X@Gh>sl18!9Ae(%mAj#CEvULTM=F{=q0 zBIoa>%x@*WrxM(H>pq4WH^W?u{9XD{eKIsVMIYs}tT>jaR#8;R>%3${hd+Jg^k!0GpWPz`?1{e1^|8es9N z6E$C2o5`){ysBWyYlyl$z8<#TpzdmvuYl8esVwQ+^&tAbLilc?YV2Z@PkgR`+^%tl 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t{`TUr;f{=crTzBU{CpXXTdzdCGB3A5tg{|_z`1Lgn# diff --git a/notebooks/notebooks/results/spkernel/ds-unknown.output.txt b/notebooks/notebooks/results/spkernel/ds-unknown.output.txt deleted file mode 100644 index 158bd0c..0000000 --- a/notebooks/notebooks/results/spkernel/ds-unknown.output.txt +++ /dev/null @@ -1,67 +0,0 @@ -###################### log time: 2019-03-26 11:56:19. ###################### - -# This file contains results of spkernel on dataset ds-unknown, -# including gram matrices, serial numbers for gram matrix figures and performance. - -This is a regression problem. - -II. Gram matrices. - -the gram matrix with parameters {'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1} is: - -[[1. ,0.47140452,0.33333333,...,0.30151134,0.30512858,0.27852425], - [0.47140452,1. ,0. ,...,0.14213381,0.11986583,0.17232809], - [0.33333333,0. ,1. ,...,0.36851387,0.37293493,0.34815531], - ..., - [0.30151134,0.14213381,0.36851387,...,1. ,0.96429344,0.95175317], - [0.30512858,0.11986583,0.37293493,...,0.96429344,1. ,0.96671243], - [0.27852425,0.17232809,0.34815531,...,0.95175317,0.96671243,1. ]] - -1 gram matrices are calculated, 0 of which are ignored. - -serial numbers of gram matrix figures and their corresponding parameters settings: - -0: {'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1} - -III. Performance. - -best settings of hyper-params to build gram matrix: [{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1}] -best settings of other hyper-params: [{'alpha': 0.0001}] - -best_val_perf: 9.922073568477266 -best_val_std: 0.3829108688812842 -final_performance: [8.039190309451554] -final_confidence: [2.8576078550320037] -train_performance: [6.285008316076738] -train_std: [0.23613211181729038] - -time to calculate gram matrix with different hyper-params: 3.52±nans -time to calculate best gram matrix: 3.52±nans -total training time with all hyper-param choices: 4.34s - -table of performance v.s. hyper-params: - -params train_perf valid_perf test_perf gram_matrix_time -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- ------------ ------------ ------------ ------------------ -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '1.00e-05'} 6.26±0.24 10.65±0.66 8.29±3.21 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '3.16e-05'} 6.28±0.25 10.69±0.03 8.15±3.02 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '1.00e-04'} 6.29±0.24 9.92±0.38 8.04±2.86 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '3.16e-04'} 6.29±0.28 10.29±0.77 7.97±2.94 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '1.00e-03'} 6.34±0.25 10.16±0.93 8.02±3.04 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '3.16e-03'} 6.53±0.24 10.08±0.24 7.82±3.10 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '1.00e-02'} 6.95±0.25 10.54±0.05 8.02±3.58 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '3.16e-02'} 7.77±0.33 10.76±0.14 8.60±4.14 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '1.00e-01'} 9.34±0.35 11.60±0.14 10.01±4.61 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '3.16e-01'} 12.51±0.31 14.52±0.68 13.44±4.70 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '1.00e+00'} 17.59±0.32 18.61±0.28 19.80±5.18 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '3.16e+00'} 24.46±0.39 25.24±0.56 28.52±6.10 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '1.00e+01'} 33.85±0.38 34.04±0.04 39.01±8.31 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '3.16e+01'} 48.65±0.49 48.14±0.20 54.40±12.56 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '1.00e+02'} 75.53±0.93 75.24±1.32 81.83±16.62 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '3.16e+02'} 107.29±1.56 106.50±0.85 114.11±18.46 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '1.00e+03'} 127.49±2.04 127.24±2.09 134.61±19.05 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '3.16e+03'} 136.01±2.24 135.60±2.06 143.25±19.23 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '1.00e+04'} 138.99±2.32 138.66±2.41 146.27±19.28 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '3.16e+04'} 139.97±2.35 139.63±2.70 147.26±19.30 3.52 -{'node_kernels': {'symb': , 'nsymb': , 'mix': functools.partial(, , )}, 'n_jobs': 1, 'alpha': '1.00e+05'} 140.28±2.35 139.84±2.38 147.58±19.30 3.52 -