microproduct-l-sar/landcover-L-SAR/run_log/LandCover2024-02-21-17-50-1...

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INFO:mylog:sysdir: D:\estar-proj\microproduct-l-sar\landcover-L-SAR
INFO:mylog:init algXML succeed
INFO:mylog:create new workspace success!
INFO:mylog:check_source success!
INFO:root:scope0:[[130.58930555555554, 47.875416666666666], [131.11458333333331, 47.875416666666666], [130.58930555555554, 47.428472222222226], [131.11458333333331, 47.428472222222226]]
INFO:root:scope1:[[130.58930555555554, 47.875416666666666], [131.11458333333331, 47.875416666666666], [130.58930555555554, 47.428472222222226], [131.11458333333331, 47.428472222222226]]
INFO:root:scope roi :[(130.58930555555554, 47.428472222222226), (130.58930555555554, 47.875416666666666), (131.11458333333331, 47.875416666666666), (131.11458333333331, 47.428472222222226)]
INFO:mylog:cut sim_ori success!
INFO:mylog:preprocess_handle success!
INFO:mylog:1,water,num:2598827
INFO:mylog:max number =10000, random select10000 point as train data!
INFO:mylog:2,build,num:260469
INFO:mylog:max number =10000, random select10000 point as train data!
INFO:mylog:3,dryland,num:12290
INFO:mylog:max number =10000, random select10000 point as train data!
INFO:mylog:4,road,num:803810
INFO:mylog:max number =10000, random select10000 point as train data!
INFO:mylog:read csv data success!
INFO:mylog:progress bar: 20%
INFO:mylog:refine_lee filter success!
INFO:mylog:progress bar: 30%
INFO:root:feature_tif_paths:{'Freeman_Dbl': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Freeman_Dbl.tif', 'Freeman_Odd': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Freeman_Odd.tif', 'Freeman_Vol': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Freeman_Vol.tif'}
INFO:mylog:decompose feature success!
INFO:mylog:progress bar: 50%
INFO:mylog:feature_list:['0: Freeman_Dbl_geo.tif', '1: Freeman_Odd_geo.tif', '2: Freeman_Vol_geo.tif', '3: HH_geo.tif', '4: HV_geo.tif', '5: VH_geo.tif', '6: VV_geo.tif']
INFO:mylog:gene_train_set success!
INFO:mylog:importances:[0.04468712 0.12261322 0.1810672 0.15963443 0.1590307 0.15587516
0.17709217],threshold=0.07
INFO:mylog:optimal_feature:[2, 6, 3, 4, 5, 1]
INFO:mylog:correlation_map:
[[0. 0.97868005 0.96331923 0.9994675 0.99960076 1. ]
[0. 0. 0.97593382 0.9802677 0.98012763 0.97868045]
[0. 0. 0. 0.96648162 0.96612449 0.96331962]
[0. 0. 0. 0. 0.99998857 0.99946743]
[0. 0. 0. 0. 0. 0.9996007 ]
[0. 0. 0. 0. 0. 0. ]]
INFO:mylog:validity_list_corr:[2]
INFO:mylog:[2]
INFO:mylog:train_feature:['2: Freeman_Vol_geo.tif']
INFO:mylog:RF trainning
INFO:mylog:RF train successful
INFO:mylog:progress bar: 60%
INFO:mylog:block size is :3072
INFO:mylog:test_feature:dict_keys(['Freeman_Vol_geo'])
INFO:mylog:blocking tifs success!
INFO:mylog:create features matrix success!
INFO:mylog:testing
INFO:mylog:test success!
INFO:mylog:progress bar: 95%
INFO:mylog:trans_tif2mask success, path: D:\micro\LWork\LandCover\Temporary\processing\tif_mask.tif
INFO:mylog:create ROI image success!
INFO:mylog:process_handle success!
INFO:mylog:successful production of LandCover products!
INFO:mylog:running use time: 14:43:34.363577