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plot_log1.txt
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plot_log1.txt
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['Isolet', 'ORL', 'RELATHE', 'Yale']
Isolet
ITFS Method: MIM
Completed at time: 196.28 seconds
ITFS Method: MIFS
Completed at time: 927.82 seconds
ITFS Method: JMI
Completed at time: 6870.56 seconds
ITFS Method: mRMR
Completed at time: 6977.31 seconds
ITFS Method: CIFE
Completed at time: 7104.02 seconds
ITFS Method: MRI
Completed at time: 7217.66 seconds
ITFS Method: DCSF
Completed at time: 7358.42 seconds
ITFS Method: CSMI
Training with 1 features: 7459.54 seconds
Training with 2 features: 7558.75 seconds
Training with 3 features: 7660.44 seconds
Training with 4 features: 7760.74 seconds
Training with 5 features: 7865.86 seconds
Training with 6 features: 7967.89 seconds
Training with 7 features: 8094.04 seconds
Training with 8 features: 8233.53 seconds
Training with 9 features: 8373.05 seconds
Training with 10 features: 8515.23 seconds
Training with 11 features: 8651.08 seconds
Training with 12 features: 8779.41 seconds
Training with 13 features: 8905.43 seconds
Training with 14 features: 9042.49 seconds
Training with 15 features: 9180.58 seconds
Training with 16 features: 9316.53 seconds
Training with 17 features: 9450.48 seconds
Training with 18 features: 9551.66 seconds
Training with 19 features: 9652.10 seconds
Training with 20 features: 9759.09 seconds
Training with 21 features: 9895.92 seconds
Training with 22 features: 10032.03 seconds
Training with 23 features: 10169.00 seconds
Training with 24 features: 10297.10 seconds
Training with 25 features: 10397.32 seconds
Training with 26 features: 10494.40 seconds
Training with 27 features: 10592.11 seconds
Training with 28 features: 10699.51 seconds
Training with 29 features: 10826.50 seconds
Training with 30 features: 10953.37 seconds
Training with 31 features: 11080.33 seconds
Training with 32 features: 11202.99 seconds
Training with 33 features: 11323.51 seconds
Training with 34 features: 11443.66 seconds
Training with 35 features: 11563.69 seconds
Training with 36 features: 11681.58 seconds
Training with 37 features: 11798.96 seconds
Training with 38 features: 11918.12 seconds
Training with 39 features: 12033.89 seconds
Training with 40 features: 12154.63 seconds
Completed at time: 12154.63 seconds
ORL
ITFS Method: MIM
Completed at time: 124.34 seconds
ITFS Method: MIFS
Completed at time: 2064.21 seconds
ITFS Method: JMI
Completed at time: 2188.31 seconds
ITFS Method: mRMR
Completed at time: 2280.24 seconds
ITFS Method: CIFE
Completed at time: 2384.72 seconds
ITFS Method: MRI
Completed at time: 2496.16 seconds
ITFS Method: DCSF
Completed at time: 2616.98 seconds
ITFS Method: CSMI
Training with 1 features: 2785.41 seconds
Training with 2 features: 3154.78 seconds
Training with 3 features: 3570.07 seconds
Training with 4 features: 3787.66 seconds
Training with 5 features: 3928.44 seconds
Training with 6 features: 4083.14 seconds
Training with 7 features: 4250.04 seconds
Training with 8 features: 4411.16 seconds
Training with 9 features: 4565.68 seconds
Training with 10 features: 4702.10 seconds
Training with 11 features: 4837.31 seconds
Training with 12 features: 4982.41 seconds
Training with 13 features: 5130.81 seconds
Training with 14 features: 5274.21 seconds
Training with 15 features: 5419.25 seconds
Training with 16 features: 5546.71 seconds
Training with 17 features: 5672.66 seconds
Training with 18 features: 5800.48 seconds
Training with 19 features: 5940.01 seconds
Training with 20 features: 6068.84 seconds
Training with 21 features: 12640.69 seconds
Training with 22 features: 12785.61 seconds
Training with 23 features: 12880.22 seconds
Training with 24 features: 12977.23 seconds
Training with 25 features: 13068.80 seconds
Training with 26 features: 13177.34 seconds
Training with 27 features: 13399.01 seconds
Training with 28 features: 13561.07 seconds
Training with 29 features: 13651.77 seconds
Training with 30 features: 13830.14 seconds
Training with 31 features: 13920.11 seconds
Training with 32 features: 14010.17 seconds
Training with 33 features: 14107.10 seconds
Training with 34 features: 14200.37 seconds
Training with 35 features: 14291.51 seconds
Training with 36 features: 14381.38 seconds
Training with 37 features: 14471.68 seconds
Training with 38 features: 14563.37 seconds
Training with 39 features: 14653.42 seconds
Training with 40 features: 14758.63 seconds
Completed at time: 14758.63 seconds
RELATHE
ITFS Method: MIM
['Yale']
Yale
ITFS Method: MIM
Completed at time: 49.13 seconds
ITFS Method: MIFS
Completed at time: 101.01 seconds
ITFS Method: JMI
Completed at time: 152.45 seconds
ITFS Method: mRMR
Completed at time: 203.87 seconds
ITFS Method: CIFE
Completed at time: 258.08 seconds
ITFS Method: MRI
Completed at time: 309.27 seconds
ITFS Method: DCSF
Completed at time: 363.92 seconds
ITFS Method: CSMI
Training with 1 features: 386.85 seconds
Training with 2 features: 414.95 seconds
Training with 3 features: 444.69 seconds
Training with 4 features: 473.94 seconds
Training with 5 features: 503.11 seconds
Training with 6 features: 531.10 seconds
Training with 7 features: 559.12 seconds
Training with 8 features: 586.44 seconds
Training with 9 features: 613.05 seconds
Training with 10 features: 638.92 seconds
Training with 11 features: 662.46 seconds
Training with 12 features: 686.11 seconds
Training with 13 features: 709.11 seconds
Training with 14 features: 731.71 seconds
Training with 15 features: 754.52 seconds
Training with 16 features: 777.29 seconds
Training with 17 features: 800.26 seconds
Training with 18 features: 821.45 seconds
Training with 19 features: 844.44 seconds
Training with 20 features: 867.15 seconds
Training with 21 features: 889.64 seconds
Training with 22 features: 911.13 seconds
Training with 23 features: 933.38 seconds
Training with 24 features: 955.55 seconds
Training with 25 features: 977.58 seconds
Training with 26 features: 999.56 seconds
Training with 27 features: 1021.75 seconds
Training with 28 features: 1044.19 seconds
Training with 29 features: 1066.32 seconds
Training with 30 features: 1087.87 seconds
Training with 31 features: 1109.16 seconds
Training with 32 features: 1130.64 seconds
Training with 33 features: 1151.51 seconds
Training with 34 features: 1172.84 seconds
Training with 35 features: 1193.65 seconds
Training with 36 features: 1214.52 seconds
Training with 37 features: 1234.78 seconds
Training with 38 features: 1256.45 seconds
Training with 39 features: 1277.77 seconds
Training with 40 features: 1300.26 seconds
Completed at time: 1300.26 seconds
['RELATHE']
RELATHE
ITFS Method: MIM
['RELATHE']
RELATHE
ITFS Method: MIM
Completed at time: 6.58 seconds
ITFS Method: MIFS
Completed at time: 11.57 seconds
ITFS Method: JMI
Completed at time: 17.13 seconds
ITFS Method: mRMR
Completed at time: 23.81 seconds
ITFS Method: CIFE
Completed at time: 29.97 seconds
ITFS Method: MRI
Completed at time: 36.11 seconds
ITFS Method: DCSF
Completed at time: 41.68 seconds
ITFS Method: CSMI
Training with 1 features: 41.87 seconds
Training with 2 features: 42.06 seconds
Training with 3 features: 42.26 seconds
Training with 4 features: 42.49 seconds
Training with 5 features: 42.70 seconds
Training with 6 features: 42.92 seconds
Training with 7 features: 43.14 seconds
Training with 8 features: 43.39 seconds
Training with 9 features: 43.65 seconds
Training with 10 features: 43.91 seconds
Training with 11 features: 44.16 seconds
Training with 12 features: 44.45 seconds
Training with 13 features: 44.70 seconds
Training with 14 features: 44.98 seconds
Training with 15 features: 45.27 seconds
Training with 16 features: 45.57 seconds
Training with 17 features: 45.84 seconds
Training with 18 features: 46.10 seconds
Training with 19 features: 46.39 seconds
Training with 20 features: 46.68 seconds
Training with 21 features: 46.97 seconds
Training with 22 features: 47.28 seconds
Training with 23 features: 47.61 seconds
Training with 24 features: 47.95 seconds
Training with 25 features: 48.27 seconds
Training with 26 features: 48.59 seconds
Training with 27 features: 48.92 seconds
Training with 28 features: 49.31 seconds
Training with 29 features: 49.61 seconds
Training with 30 features: 49.95 seconds
Training with 31 features: 50.35 seconds
Training with 32 features: 50.75 seconds
Training with 33 features: 51.11 seconds
Training with 34 features: 51.49 seconds
Training with 35 features: 51.91 seconds
Training with 36 features: 52.34 seconds
Training with 37 features: 52.70 seconds
Training with 38 features: 53.03 seconds
Training with 39 features: 53.45 seconds
Training with 40 features: 53.92 seconds
Completed at time: 53.92 seconds