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:89608
INFO:mylog:max number =10000, random select10000 point as train data!
INFO:mylog:2,road,num:148509
INFO:mylog:max number =10000, random select10000 point as train data!
INFO:mylog:3,crop,num:45047
INFO:mylog:max number =10000, random select10000 point as train data!
INFO:mylog:read csv data success!
INFO:mylog:progress bar: 20%
INFO:mylog:S2 to T3 success!
INFO:mylog:refine_lee filter success!
INFO:mylog:progress bar: 30%
INFO:mylog:Freeman successful
INFO:mylog:Yamaguchi successful
INFO:mylog:h_a_alpha_decomposition:h_a_alpha_decomposition_T3.exe -id D:\micro\LWork\LandCover\Temporary\processing\lee_filter\ -od D:\micro\LWork\LandCover\Temporary\processing\cloude\ -iodf T3 -nwr 1 -nwc 1 -ofr 0 -ofc 0 -fnr 11133 -fnc 11898 -fl1 1 -fl2 1 -fl3 1 -fl4 1 -fl5 1 -fl6 0 -fl7 0 -fl8 0 -fl9 0
INFO:mylog:cmd_result:1
INFO:mylog:h_a_alpha_decomposition finish!
INFO:mylog:Cloude successful
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', 'Yamaguchi4_Dbl': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Yamaguchi4_Dbl.tif', 'Yamaguchi4_Hlx': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Yamaguchi4_Hlx.tif', 'Yamaguchi4_Odd': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Yamaguchi4_Odd.tif', 'Yamaguchi4_Vol': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\Yamaguchi4_Vol.tif', 'alpha': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\alpha.tif', 'anisotropy': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\anisotropy.tif', 'beta': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\beta.tif', 'delta': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\delta.tif', 'entropy': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\entropy.tif', 'gamma': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\gamma.tif', 'lambda': 'D:\\micro\\LWork\\LandCover\\Temporary\\processing\\feature_tif\\lambda.tif'}
INFO:mylog:decompose feature success!
INFO:mylog:progress bar: 50%
INFO:mylog:feature_list:['0: alpha_geo.tif', '1: anisotropy_geo.tif', '2: beta_geo.tif', '3: delta_geo.tif', '4: entropy_geo.tif', '5: Freeman_Dbl_geo.tif', '6: Freeman_Odd_geo.tif', '7: Freeman_Vol_geo.tif', '8: gamma_geo.tif', '9: HH_cal_geo.tif', '10: HV_cal_geo.tif', '11: lambda_geo.tif', '12: VH_cal_geo.tif', '13: VV_cal_geo.tif', '14: Yamaguchi4_Dbl_geo.tif', '15: Yamaguchi4_Hlx_geo.tif', '16: Yamaguchi4_Odd_geo.tif', '17: Yamaguchi4_Vol_geo.tif']
INFO:mylog:gene_train_set success!
INFO:mylog:importances:[0.04243552 0.03856858 0.03860305 0.03825556 0.0544434  0.00930963
 0.04649529 0.13388621 0.03712781 0.05561918 0.04821517 0.11412619
 0.04731822 0.05507362 0.02246368 0.05211185 0.06919178 0.09675525],threshold=0.07
INFO:mylog:optimal_feature:[7, 11, 17]
INFO:mylog:correlation_map:
 [[0.         0.73122274 0.89183846]
 [0.         0.         0.60544646]
 [0.         0.         0.        ]]
INFO:mylog:validity_list_corr:[ 7 11]
INFO:mylog:[ 7 11]
INFO:mylog:train_feature:['7: Freeman_Vol_geo.tif' '11: lambda_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', 'lambda_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: 0:33:10.184935