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:[0.04439188 0.12298994 0.18245391 0.15793521 0.15688802 0.15700798
 0.17833306],threshold=0.07
INFO:mylog:optimal_feature:[2, 6, 3, 5, 4, 1]
INFO:mylog:correlation_map:
 [[0.         0.91179275 0.92439032 0.99845445 0.99799399 1.        ]
 [0.         0.         0.94726948 0.91416749 0.91473956 0.91179654]
 [0.         0.         0.         0.93924168 0.941311   0.92439164]
 [0.         0.         0.         0.         0.99996875 0.99845429]
 [0.         0.         0.         0.         0.         0.99799383]
 [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: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: 0:25:49.283526