gAN9cQAoWBIAAABjb250cm9sQXJlYVZpc2libGVxAYhYDAAAAHJlY2VudF9wYXRoc3ECXXEDKGNv cmFuZ2V3aWRnZXQudXRpbHMuZmlsZWRpYWxvZ3MKUmVjZW50UGF0aApxBCmBcQV9cQYoWAcAAABh YnNwYXRocQdYgAAAAC9BcHBsaWNhdGlvbnMvT3JhbmdlMy5hcHAvQ29udGVudHMvRnJhbWV3b3Jr cy9QeXRob24uZnJhbWV3b3JrL1ZlcnNpb25zLzMuNy9saWIvcHl0aG9uMy43L3NpdGUtcGFja2Fn ZXMvT3JhbmdlL2RhdGFzZXRzL2lyaXMudGFicQhYBgAAAHByZWZpeHEJWA8AAABzYW1wbGUtZGF0 YXNldHNxClgHAAAAcmVscGF0aHELWAgAAABpcmlzLnRhYnEMWAUAAAB0aXRsZXENWAAAAABxDlgF AAAAc2hlZXRxD2gOWAsAAABmaWxlX2Zvcm1hdHEQTnViaAQpgXERfXESKGgHWIoAAAAvQXBwbGlj YXRpb25zL09yYW5nZTMuYXBwL0NvbnRlbnRzL0ZyYW1ld29ya3MvUHl0aG9uLmZyYW1ld29yay9W ZXJzaW9ucy8zLjcvbGliL3B5dGhvbjMuNy9zaXRlLXBhY2thZ2VzL09yYW5nZS9kYXRhc2V0cy9i cm93bi1zZWxlY3RlZC50YWJxE2gJaApoC1gSAAAAYnJvd24tc2VsZWN0ZWQudGFicRRoDWgOaA9o DmgQTnViZVgLAAAAcmVjZW50X3VybHNxFV1xFlgTAAAAc2F2ZWRXaWRnZXRHZW9tZXRyeXEXQ0IB 2dDLAAMAAAAACS0AAADTAAALPAAAAxUAAAktAAAA6QAACzwAAAMVAAAAAQAAAAAFoAAACS0AAADp AAALPAAAAxVxGFgLAAAAc2hlZXRfbmFtZXNxGX1xGlgGAAAAc291cmNlcRtLAFgDAAAAdXJscRxo DlgNAAAAZG9tYWluX2VkaXRvcnEdfXEeWAsAAABfX3ZlcnNpb25fX3EfSwFYEAAAAGNvbnRleHRf c2V0dGluZ3NxIF1xIWNvcmFuZ2V3aWRnZXQuc2V0dGluZ3MKQ29udGV4dApxIimBcSN9cSQoWAYA AAB2YWx1ZXNxJX1xJihYCQAAAHZhcmlhYmxlc3EnXXEoaB19cSloJ11xKihdcSsoWAwAAABzZXBh bCBsZW5ndGhxLGNPcmFuZ2UuZGF0YS52YXJpYWJsZQpDb250aW51b3VzVmFyaWFibGUKcS1LAGgO iGVdcS4oWAsAAABzZXBhbCB3aWR0aHEvaC1LAGgOiGVdcTAoWAwAAABwZXRhbCBsZW5ndGhxMWgt SwBoDohlXXEyKFgLAAAAcGV0YWwgd2lkdGhxM2gtSwBoDohlXXE0KFgEAAAAaXJpc3E1Y09yYW5n ZS5kYXRhLnZhcmlhYmxlCkRpc2NyZXRlVmFyaWFibGUKcTZLA1gsAAAASXJpcy1zZXRvc2EsIEly aXMtdmVyc2ljb2xvciwgSXJpcy12aXJnaW5pY2FxN4llZXNoH0sBdVgKAAAAYXR0cmlidXRlc3E4 KFgMAAAAc2VwYWwgbGVuZ3RocTlLAoZxOlgLAAAAc2VwYWwgd2lkdGhxO0sChnE8WAwAAABwZXRh bCBsZW5ndGhxPUsChnE+WAsAAABwZXRhbCB3aWR0aHE/SwKGcUB0cUFYBQAAAG1ldGFzcUIpWAoA AABjbGFzc192YXJzcUNYBAAAAGlyaXNxRF1xRShYCwAAAElyaXMtc2V0b3NhcUZYDwAAAElyaXMt dmVyc2ljb2xvcnFHWA4AAABJcmlzLXZpcmdpbmljYXFIZYZxSYVxSlgSAAAAbW9kaWZpZWRfdmFy aWFibGVzcUtdcUx1YmF1Lg== {'compatibility_mode': False, 'controlAreaVisible': True, 'number_of_folds': 10, 'replacement': False, 'sampleSizeNumber': 1, 'sampleSizePercentage': 70, 'sampleSizeSqlPercentage': 0.1, 'sampleSizeSqlTime': 1, 'sampling_type': 0, 'savedWidgetGeometry': b'\x01\xd9\xd0\xcb\x00\x03\x00\x00\x00\x00\x03*\x00\x00\x019\x00\x00\x04.\x00\x00\x02\xfc\x00\x00\x03*\x00\x00\x01O\x00\x00\x04.\x00\x00\x02\xfc\x00\x00\x00\x00\x02\x00\x00\x00\x07\x80\x00\x00\x03*\x00\x00\x01O\x00\x00\x04.\x00\x00\x02\xfc', 'selectedFold': 1, 'sql_dl': False, 'stratify': False, 'use_seed': True, '__version__': 2} {'auto_commit': True, 'controlAreaVisible': True, 'k': 3, 'k_from': 2, 'k_to': 8, 'max_iterations': 300, 'n_init': 10, 'normalize': True, 'optimize_k': 1, 'savedWidgetGeometry': b'\x01\xd9\xd0\xcb\x00\x03\x00\x00\x00\x00\tU\x00\x00\x00\xcd\x00\x00\x0b\x18\x00\x00\x02.\x00\x00\tU\x00\x00\x00\xe3\x00\x00\x0b\x18\x00\x00\x02.\x00\x00\x00\x01\x00\x00\x00\x00\x05\xa0\x00\x00\tU\x00\x00\x00\xe3\x00\x00\x0b\x18\x00\x00\x02.', 'selection': 1, 'smart_init': 0, '__version__': 2} gAN9cQAoWAsAAABhdXRvX2NvbW1pdHEBiFgLAAAAYXV0b19zYW1wbGVxAohYEgAAAGNvbnRyb2xB cmVhVmlzaWJsZXEDiFgTAAAAc2F2ZWRXaWRnZXRHZW9tZXRyeXEEQ0IB2dDLAAMAAAAACM0AAACR AAAMjgAAAzwAAAjNAAAApwAADI4AAAM8AAAAAQAAAAAFoAAACM0AAACnAAAMjgAAAzxxBVgJAAAA c2VsZWN0aW9ucQZOWBEAAAB0b29sdGlwX3Nob3dzX2FsbHEHiVgFAAAAZ3JhcGhxCH1xCShYCwAA AGFscGhhX3ZhbHVlcQpLgFgNAAAAY2xhc3NfZGVuc2l0eXELiVgLAAAAaml0dGVyX3NpemVxDEc/ uZmZmZmZmlgTAAAAbGFiZWxfb25seV9zZWxlY3RlZHENiVgWAAAAb3J0aG9ub3JtYWxfcmVncmVz c2lvbnEOiVgLAAAAcG9pbnRfd2lkdGhxD0sUWAkAAABzaG93X2dyaWRxEIhYCwAAAHNob3dfbGVn ZW5kcRGIWA0AAABzaG93X3JlZ19saW5lcRKJdVgLAAAAX192ZXJzaW9uX19xE0sEWBAAAABjb250 ZXh0X3NldHRpbmdzcRRdcRUoY29yYW5nZXdpZGdldC5zZXR0aW5ncwpDb250ZXh0CnEWKYFxF31x GChYBgAAAHZhbHVlc3EZfXEaKFgKAAAAYXR0cl9jb2xvcnEbWAcAAABDbHVzdGVycRxLZYZxHVgK AAAAYXR0cl9sYWJlbHEeTkr+////hnEfWAoAAABhdHRyX3NoYXBlcSBOSv7///+GcSFYCQAAAGF0 dHJfc2l6ZXEiTkr+////hnEjWAYAAABhdHRyX3hxJFgLAAAAcGV0YWwgd2lkdGhxJUtmhnEmWAYA AABhdHRyX3lxJ1gMAAAAcGV0YWwgbGVuZ3RocShLZoZxKWgIfXEqaBNLBHVYCgAAAGF0dHJpYnV0 ZXNxK31xLChYDAAAAHNlcGFsIGxlbmd0aHEtSwJYCwAAAHNlcGFsIHdpZHRocS5LAmgoSwJoJUsC dVgFAAAAbWV0YXNxL31xMChoHEsBWAoAAABTaWxob3VldHRlcTFLAnV1YmgWKYFxMn1xMyhoGX1x NChoG2gcS2WGcTVoHk5K/v///4ZxNmggTkr+////hnE3aCJOSv7///+GcThoJGglS2aGcTloJ2go S2aGcTpoCH1xO2gTSwR1aCt9cTwoaC1LAmguSwJoKEsCaCVLAnVoL31xPShoHEsBaDFLAnV1YmgW KYFxPn1xPyhoGX1xQChoG2gcS2WGcUFoHk5K/v///4ZxQmggTkr+////hnFDaCJOSv7///+GcURo JGglS2aGcUVoJ2goS2aGcUZoCH1xR2gTSwR1aCt9cUgoaC1LAmguSwJoKEsCaCVLAnVoL31xSSho HEsBaDFLAnV1YmgWKYFxSn1xSyhoGX1xTChoG2gcS2WGcU1oHk5K/v///4ZxTmggTkr+////hnFP aCJOSv7///+GcVBoJGglS2aGcVFoJ2goS2aGcVJoCH1xU2gTSwR1aCt9cVQoaC1LAmguSwJoKEsC aCVLAnVoL31xVShoHEsBaDFLAnV1YmgWKYFxVn1xVyhoGX1xWChoG2gcS2WGcVloHk5K/v///4Zx WmggTkr+////hnFbaCJOSv7///+GcVxoJGglS2aGcV1oJ2goS2aGcV5oCH1xX2gTSwR1aCt9cWAo aC1LAmguSwJoKEsCaCVLAlgEAAAAaXJpc3FhSwF1aC99cWIoaBxLAWgxSwJ1dWJoFimBcWN9cWQo aBl9cWUoWAoAAABhdHRyX2NvbG9ycWZYBwAAAENsdXN0ZXJxZ0tlhnFoWAoAAABhdHRyX2xhYmVs cWlOSv7///+GcWpYCgAAAGF0dHJfc2hhcGVxa05K/v///4ZxbFgJAAAAYXR0cl9zaXplcW1OSv7/ //+GcW5YBgAAAGF0dHJfeHFvWAsAAABwZXRhbCB3aWR0aHFwS2aGcXFYBgAAAGF0dHJfeXFyWAwA AABwZXRhbCBsZW5ndGhxc0tmhnF0WAUAAABncmFwaHF1fXF2aBNLBHVoK31xdyhYDAAAAHNlcGFs IGxlbmd0aHF4SwJYCwAAAHNlcGFsIHdpZHRocXlLAmhzSwJocEsCWAQAAABpcmlzcXpLAXVoL31x eyhoZ0sBWAoAAABTaWxob3VldHRlcXxLAnV1YmgWKYFxfX1xfihoGX1xfyhYCgAAAGF0dHJfY29s b3JxgFgHAAAAQ2x1c3RlcnGBS2WGcYJYCgAAAGF0dHJfbGFiZWxxg05K/v///4ZxhFgKAAAAYXR0 cl9zaGFwZXGFTkr+////hnGGWAkAAABhdHRyX3NpemVxh05K/v///4ZxiFgGAAAAYXR0cl94cYlY CwAAAHBldGFsIHdpZHRocYpLZoZxi1gGAAAAYXR0cl95cYxYDAAAAHBldGFsIGxlbmd0aHGNS2aG cY5YBQAAAGdyYXBocY99cZBoE0sEdWgrfXGRKFgMAAAAc2VwYWwgbGVuZ3RocZJLAlgLAAAAc2Vw YWwgd2lkdGhxk0sCaI1LAmiKSwJYBAAAAGlyaXNxlEsBdWgvfXGVKGiBSwFYCgAAAFNpbGhvdWV0 dGVxlksCdXViaBYpgXGXfXGYKGgZfXGZKFgKAAAAYXR0cl9jb2xvcnGaWAcAAABDbHVzdGVycZtL ZYZxnFgKAAAAYXR0cl9sYWJlbHGdTkr+////hnGeWAoAAABhdHRyX3NoYXBlcZ9OSv7///+GcaBY CQAAAGF0dHJfc2l6ZXGhTkr+////hnGiWAYAAABhdHRyX3hxo1gLAAAAcGV0YWwgd2lkdGhxpEtm hnGlWAYAAABhdHRyX3lxplgMAAAAcGV0YWwgbGVuZ3RocadLZoZxqFgFAAAAZ3JhcGhxqX1xqmgT SwR1aCt9casoWAwAAABzZXBhbCBsZW5ndGhxrEsCWAsAAABzZXBhbCB3aWR0aHGtSwJop0sCaKRL AlgEAAAAaXJpc3GuSwF1aC99ca8oaJtLAVgKAAAAU2lsaG91ZXR0ZXGwSwJ1dWJoFimBcbF9cbIo aBl9cbMoWAoAAABhdHRyX2NvbG9ycbRYBwAAAENsdXN0ZXJxtUtlhnG2WAoAAABhdHRyX2xhYmVs cbdOSv7///+GcbhYCgAAAGF0dHJfc2hhcGVxuU5K/v///4ZxulgJAAAAYXR0cl9zaXplcbtOSv7/ //+GcbxYBgAAAGF0dHJfeHG9WAsAAABwZXRhbCB3aWR0aHG+S2aGcb9YBgAAAGF0dHJfeXHAWAwA AABwZXRhbCBsZW5ndGhxwUtmhnHCWAUAAABncmFwaHHDfXHEaBNLBHVoK31xxShYDAAAAHNlcGFs IGxlbmd0aHHGSwJYCwAAAHNlcGFsIHdpZHRoccdLAmjBSwJovksCWAQAAABpcmlzcchLAXVoL31x yShotUsBWAoAAABTaWxob3VldHRlccpLAnV1YmgWKYFxy31xzChoGX1xzShotGi1S2WGcc5ot05K /v///4Zxz2i5Tkr+////hnHQaLtOSv7///+GcdFovWi+S2aGcdJowGjBS2aGcdNow31x1GgTSwR1 aCt9cdUoaMZLAmjHSwJowUsCaL5LAmjISwF1aC99cdYoaLVLAWjKSwJ1dWJoFimBcdd9cdgoaBl9 cdkoaLRotUtlhnHaaLdOSv7///+GcdtouU5K/v///4Zx3Gi7Tkr+////hnHdaL1ovktmhnHeaMBo wUtmhnHfaMN9ceBoE0sEdWgrfXHhKGjGSwJox0sCaMFLAmi+SwJoyEsBdWgvfXHiKGi1SwFoyksC dXViaBYpgXHjfXHkKGgZfXHlKGi0aLVLZYZx5mi3Tkr+////hnHnaLlOSv7///+Gcehou05K/v// /4Zx6Wi9aL5LZoZx6mjAaMFLZoZx62jDfXHsaBNLBHVoK31x7ShoxksCaMdLAmjBSwJovksCaMhL AXVoL31x7ihotUsBaMpLAnV1YmV1Lg== gAN9cQAoWAsAAABhdXRvX2NvbW1pdHEBiFgIAAAAYmFyX3NpemVxAksDWBIAAABjb250cm9sQXJl YVZpc2libGVxA4hYDAAAAGRpc3RhbmNlX2lkeHEESwBYEAAAAGdyb3VwX2J5X2NsdXN0ZXJxBYhY EQAAAHBlbmRpbmdfc2VsZWN0aW9ucQZdcQdYEwAAAHNhdmVkV2lkZ2V0R2VvbWV0cnlxCENCAdnQ ywADAAAAAAlIAAAA2gAADDAAAAM4AAAJSAAAAPAAAAwwAAADOAAAAAEAAAAABaAAAAlIAAAA8AAA DDAAAAM4cQlYCwAAAF9fdmVyc2lvbl9fcQpLAVgQAAAAY29udGV4dF9zZXR0aW5nc3ELXXEMKGNv cmFuZ2V3aWRnZXQuc2V0dGluZ3MKQ29udGV4dApxDSmBcQ59cQ8oWAYAAAB2YWx1ZXNxEH1xEShY EgAAAGFubm90YXRpb25fdmFyX2lkeHESSwBK/v///4ZxE1gPAAAAY2x1c3Rlcl92YXJfaWR4cRRL AEr+////hnEVaApLAXVYCgAAAGF0dHJpYnV0ZXNxFlgHAAAAQ2x1c3RlcnEXSwGGcRiFcRlYBQAA AG1ldGFzcRopWAoAAABjbGFzc192YXJzcRspdWJoDSmBcRx9cR0oaBB9cR4oaBJLAEr+////hnEf aBRLAUr+////hnEgaApLAXVoFlgEAAAAaXJpc3EhSwGGcSJYBwAAAENsdXN0ZXJxI0sBhnEkhnEl aBopaBspdWJldS4= gAN9cQAoWAsAAABhdXRvX2NvbW1pdHEBiFgLAAAAYXV0b19zYW1wbGVxAohYEgAAAGNvbnRyb2xB cmVhVmlzaWJsZXEDiFgTAAAAc2F2ZWRXaWRnZXRHZW9tZXRyeXEEQ0IB2dDLAAMAAAAACKoAAAAz AAAMqAAAAyIAAAiqAAAASQAADKgAAAMiAAAAAQAAAAAFoAAACKoAAABJAAAMqAAAAyJxBVgJAAAA c2VsZWN0aW9ucQZOWBEAAAB0b29sdGlwX3Nob3dzX2FsbHEHiVgFAAAAZ3JhcGhxCH1xCShYCwAA AGFscGhhX3ZhbHVlcQpL/1gNAAAAY2xhc3NfZGVuc2l0eXELiVgLAAAAaml0dGVyX3NpemVxDEsA WBMAAABsYWJlbF9vbmx5X3NlbGVjdGVkcQ2JWBYAAABvcnRob25vcm1hbF9yZWdyZXNzaW9ucQ6J WAsAAABwb2ludF93aWR0aHEPSxRYCQAAAHNob3dfZ3JpZHEQiFgLAAAAc2hvd19sZWdlbmRxEYhY DQAAAHNob3dfcmVnX2xpbmVxEol1WAsAAABfX3ZlcnNpb25fX3ETSwRYEAAAAGNvbnRleHRfc2V0 dGluZ3NxFF1xFShjb3Jhbmdld2lkZ2V0LnNldHRpbmdzCkNvbnRleHQKcRYpgXEXfXEYKFgGAAAA dmFsdWVzcRl9cRooWAoAAABhdHRyX2NvbG9ycRtOSv7///+GcRxYCgAAAGF0dHJfbGFiZWxxHU5K /v///4ZxHlgKAAAAYXR0cl9zaGFwZXEfTkr+////hnEgWAkAAABhdHRyX3NpemVxIU5K/v///4Zx IlgGAAAAYXR0cl94cSNYCwAAAHBldGFsIHdpZHRocSRLZoZxJVgGAAAAYXR0cl95cSZYDAAAAHBl dGFsIGxlbmd0aHEnS2aGcShoCH1xKWgTSwR1WAoAAABhdHRyaWJ1dGVzcSp9cSsoWAwAAABzZXBh bCBsZW5ndGhxLEsCWAsAAABzZXBhbCB3aWR0aHEtSwJoJ0sCaCRLAnVYBQAAAG1ldGFzcS59cS91 YmgWKYFxMH1xMShoGX1xMihoG1gEAAAAaXJpc3EzS2WGcTRoHU5K/v///4ZxNWgfTkr+////hnE2 aCFOSv7///+GcTdoI2gkS2aGcThoJmgnS2aGcTloCH1xOmgTSwR1aCp9cTsoaCxLAmgtSwJoJ0sC aCRLAmgzSwF1aC59cTx1YmgWKYFxPX1xPihoGX1xPyhYCgAAAGF0dHJfY29sb3JxQFgEAAAAaXJp c3FBS2WGcUJYCgAAAGF0dHJfbGFiZWxxQ05K/v///4ZxRFgKAAAAYXR0cl9zaGFwZXFFTkr+//// hnFGWAkAAABhdHRyX3NpemVxR05K/v///4ZxSFgGAAAAYXR0cl94cUlYCwAAAHBldGFsIHdpZHRo cUpLZoZxS1gGAAAAYXR0cl95cUxYDAAAAHBldGFsIGxlbmd0aHFNS2aGcU5YBQAAAGdyYXBocU99 cVBoE0sEdWgqfXFRKFgMAAAAc2VwYWwgbGVuZ3RocVJLAlgLAAAAc2VwYWwgd2lkdGhxU0sCaE1L AmhKSwJoQUsBdWgufXFUdWJoFimBcVV9cVYoaBl9cVcoWAoAAABhdHRyX2NvbG9ycVhYBAAAAGly aXNxWUtlhnFaWAoAAABhdHRyX2xhYmVscVtOSv7///+GcVxYCgAAAGF0dHJfc2hhcGVxXU5K/v// /4ZxXlgJAAAAYXR0cl9zaXplcV9OSv7///+GcWBYBgAAAGF0dHJfeHFhWAsAAABwZXRhbCB3aWR0 aHFiS2aGcWNYBgAAAGF0dHJfeXFkWAwAAABwZXRhbCBsZW5ndGhxZUtmhnFmWAUAAABncmFwaHFn fXFoaBNLBHVoKn1xaShYDAAAAHNlcGFsIGxlbmd0aHFqSwJYCwAAAHNlcGFsIHdpZHRocWtLAmhl SwJoYksCaFlLAXVoLn1xbHViaBYpgXFtfXFuKGgZfXFvKFgKAAAAYXR0cl9jb2xvcnFwWAQAAABp cmlzcXFLZYZxclgKAAAAYXR0cl9sYWJlbHFzTkr+////hnF0WAoAAABhdHRyX3NoYXBlcXVOSv7/ //+GcXZYCQAAAGF0dHJfc2l6ZXF3Tkr+////hnF4WAYAAABhdHRyX3hxeVgLAAAAcGV0YWwgd2lk dGhxektmhnF7WAYAAABhdHRyX3lxfFgMAAAAcGV0YWwgbGVuZ3RocX1LZoZxflgFAAAAZ3JhcGhx f31xgGgTSwR1aCp9cYEoWAwAAABzZXBhbCBsZW5ndGhxgksCWAsAAABzZXBhbCB3aWR0aHGDSwJo fUsCaHpLAmhxSwF1aC59cYR1YmgWKYFxhX1xhihoGX1xhyhYCgAAAGF0dHJfY29sb3JxiFgEAAAA aXJpc3GJS2WGcYpYCgAAAGF0dHJfbGFiZWxxi05K/v///4ZxjFgKAAAAYXR0cl9zaGFwZXGNTkr+ ////hnGOWAkAAABhdHRyX3NpemVxj05K/v///4ZxkFgGAAAAYXR0cl94cZFYCwAAAHBldGFsIHdp ZHRocZJLZoZxk1gGAAAAYXR0cl95cZRYDAAAAHBldGFsIGxlbmd0aHGVS2aGcZZYBQAAAGdyYXBo cZd9cZhoE0sEdWgqfXGZKFgMAAAAc2VwYWwgbGVuZ3RocZpLAlgLAAAAc2VwYWwgd2lkdGhxm0sC aJVLAmiSSwJoiUsBdWgufXGcdWJldS4= {'autocommit': False, 'axis': 0, 'controlAreaVisible': True, 'metric_idx': 0, 'normalized_dist': True, 'savedWidgetGeometry': b'\x01\xd9\xd0\xcb\x00\x03\x00\x00\x00\x00\t\xd6\x00\x00\x01\x16\x00\x00\n\xb5\x00\x00\x02\x1e\x00\x00\t\xd6\x00\x00\x01,\x00\x00\n\xb5\x00\x00\x02\x1e\x00\x00\x00\x01\x02\x00\x00\x00\x05\xa0\x00\x00\t\xd6\x00\x00\x01,\x00\x00\n\xb5\x00\x00\x02\x1e', '__version__': 3} gAN9cQAoWBcAAABhbm5vdGF0aW9uX2lmX2VudW1lcmF0ZXEBWAsAAABFbnVtZXJhdGlvbnECWBMA AABhbm5vdGF0aW9uX2lmX25hbWVzcQNYBAAAAE5hbWVxBFgKAAAAYXV0b2NvbW1pdHEFiFgSAAAA Y29udHJvbEFyZWFWaXNpYmxlcQaIWAkAAABjdXRfcmF0aW9xB0dALgAAAAAAAFgHAAAAbGlua2Fn ZXEISwNYCQAAAG1heF9kZXB0aHEJSwVYBwAAAHBydW5pbmdxCksAWBMAAABzYXZlZFdpZGdldEdl b21ldHJ5cQtDQgHZ0MsAAwAAAAAJPQAAANUAAAu8AAACygAACT0AAADrAAALvAAAAsoAAAABAAAA AAWgAAAJPQAAAOsAAAu8AAACynEMWBAAAABzZWxlY3Rpb25fbWV0aG9kcQ1LAFgFAAAAdG9wX25x DksFWAsAAAB6b29tX2ZhY3RvcnEPSvr///9YCwAAAF9fdmVyc2lvbl9fcRBLAVgUAAAAX19zZXNz aW9uX3N0YXRlX2RhdGFxEX1xEihYBwAAAHZlcnNpb25xE0sASwBLAIdxFFgPAAAAc2VsZWN0aW9u X3N0YXRlcRVdcRYoKEtkS4hLlEuQS4xLeEuPS3xLbktzS41LkUtmS3BLi0tnS5NLdEuJS2hLgEuE S3FLckt5S2VLjktsS0hLkktTS4ZLNkuFS29Le0t+S0FLVksySzRLTUtMSzpLS0tGS5VLf0uKS1VL M0s4S0JLVEtAS2BLWEtfSz1LW0s/S05LSkthS0dLSXRxFyhLbUt1S4NLdkt6S31LgUtrS4JLaUuH dHEYKEspSzxLYks5S11LV0tES3dLPks1S1BLUUtqS1pLRUtZS09LQ0tSS1xLO0teSzdLY3RxGWVd cRooSwlLIkcAAAAAAAAAAIdxG0slS5ZHAAAAAAAAAACHcRxLZUuORz5WoJ5mfzvNh3EdSwdLJ0c/ te8Iwx5PRYdxHksKSzBHP7XvCMMeT0WHcR9LAEsRRz+3zJUTrqLSh3EgS4BLhEc/t8yVE66jKIdx IUt/S4pHP7g6qAKbNtKHcSJLAksvRz+4OqgCmzf6h3EjS1BLUUc/ue4QaZU0kIdxJEsTSy5HP7nu EGmVNN+HcSVLAUsZRz++FQko1u0xh3EmS3hLj0c/vhUJKNbuQYdxJ0sLSxhHP77hodpXLfWHcShL HUueRz++4aHaVy55h3EpSyhLm0c/wPsyj4xpM4dxKktYS19HP8D7Mo+MaV2HcStLHkuXRz/A+zKP jGlvh3EsSw1LJkc/wy3TGt+57IdxLUs/S05HP8Mt0xrfuhuHcS5LiEuURz/DLdMa37pXh3EvS0FL Vkc/w350lVceoIdxMEsFSxBHP8SWa+bkyTiHcTFLN0tjRz/Elmvm5Ml2h3EyS1JLXEc/xZE9ZCMI oYdxM0sbSxxHP8WRPWQjCMSHcTRLQktURz/F7wjDHk+Ih3E1S0pLYUc/xe8Iwx5PnYdxNksjSzFH P8dWToU30f6HcTdLdEuJRz/HpEkJ+iFlh3E4SzlLXUc/x6RJCfohZYdxOUsMSy1HP8fMlROuov2H cTpLe0t+Rz/IMgyClk9Ch3E7S2BLpkc/yDIMgpZPUIdxPEtwS4tHP8gyDIKWT1eHcT1LlUudRz/I OqgCmzazh3E+SwNLpEc/yckZDjcDJodxP0sUSx9HP8nuEGmVNQaHcUBLOktLRz/KMiJBQiQch3FB SwRLpUc/yneyAbaYPodxQktFS1lHP8q0gTBDH76HcUNLGkuZRz/KtIEwQx/4h3FES1tLqUc/yvae IjKpMIdxRUuhS7VHP8r+V7TyzQGHcUZLXkutRz/MPMGGk8hDh3FHSyxLoEc/zF6HMxFbVIdxSEsz SzhHP8xmGhxBDgKHcUlLMks0Rz/MZhocQQ4Ch3FKS2tLgkc/zGYaHEEOSodxS0sIS6hHP86kaYU5 ONGHcUxLjUuRRz/OwtBuPsQnh3FNSxVLw0c/0A8SZ7MhF4dxTktDS65HP9APEmezIReHcU9LjEui Rz/Qfb82PIAph3FQS0RLd0c/0OggUeyLUYdxUUs2S4VHP9DoIFHsi2CHcVJLp0vBRz/Q+CDUrJkN h3FTS3lLmEc/0RU86RbooYdxVEskS7tHP9GLflDUF0CHcVVLBkujRz/R7FENR0MFh3FWS3VLg0c/ 0e4Dp2eQLYdxV0sqS7pHP9Ir/gH0aRqHcVhLaUuHRz/SXSo+Dod+h3FZS1pLvkc/0nVBUiRGjIdx WkuTS7NHP9J251UiFZCHcVtLR0tJRz/S+KUdfIUoh3FcS25Lc0c/0153A/QVyodxXUuvS79HP9Ny Qlmmj3KHcV5LT0vKRz/TrggnOKPCh3FfS2ZLuEc/0+MjIFhkNodxYEtAS7dHP9RV+9jmIzyHcWFL IEshRz/UjMhw99Loh3FiSz1LwEc/1MIZZtvl/4dxY0tvS7ZHP9TCGWbb5geHcWRLq0vFRz/U+Syg K+qVh3FlS1NLhkc/1SPVqEKxnodxZktnS9ZHP9XaDG2tws+HcWdLkEvLRz/V7KoD+DL2h3FoSzVL n0c/1hZ2T/vOIIdxaUsXSytHP9aZi6VjQNGHcWpLZEuqRz/WzEgf197lh3FrSxJLrEc/1tbkfHv+ 1YdxbEuxS9dHP9bW5Hx7/uiHcW1LaEucRz/XCP/LrLOwh3FuS2JLtEc/1743L2pq84dxb0tGS7lH P9fICSJK9BWHcXBLSEuSRz/X8Bj9qLxDh3FxS71L2Uc/2KHeXRMW14dxckt9S4FHP9ih3l0TFteH cXNLmkvJRz/ZDoUs1PtPh3F0S3xL2Ec/2Q6FLNT7VIdxdUtMS7xHP9nJGQ43AyuHcXZLV0vMRz/b ksm/vuPwh3F3S3ZLekc/2/7bbV8IlodxeEtNS/FHP9yHCf72HsqHcXlLDkvnRz/d9x3Ep30yh3F6 S7BL3Ec/3iHuhlPWxodxe0vIS9tHP97GzWoJzZuHcXxLVUvERz/e58zsvarBh3F9S7JL0Uc/31TD 1cGYr4dxfktyS89HP9+Jzdq3JSGHcX9LzUvfRz/gDUL+sYjth3GAS9VL2kc/4BTvZ+AQgodxgUve S+hHP+AmBLkT23iHcYJL0EvtRz/gVwRa+qKih3GDSztLwkc/4NihzrlYfodxhEvTS/lHP+FqZ6wk I8SHcYVLPkvkRz/hsY5cMTcZh3GGS2xL7Ec/4kbIlM6vyodxh0vjS/BHP+Jk2pnNutuHcYhL5Uv+ Rz/irTMty5K1h3GJS8ZL1Ec/42Efv+QIb4dxikviS+lHP+O/mwihXDKHcYtLcUv6Rz/j8Bg8/Q+Y h3GMS+FL+0c/5BvIe7OoiYdxjUvHS85HP+R1h5Cds+qHcY5L/Ev/Rz/kdyfjRiogh3GPS+BL9Ec/ 5bA2DK24CIdxkEvdS/VHP+YxHcw1eJ+HcZFL5k0DAUc/5jOKiPrzDYdxkkvrS/hHP+dDZqcX5iuH cZNLFkvvRz/ncypBzRhFh3GUTQIBTQgBRz/of+7In5d/h3GVS+5NBQFHP+k6fQqMBNOHcZZL900G AUc/6VsYGVagtodxl0ttS9JHP+q5O6ENZmCHcZhLPEvqRz/rQtOJcgINh3GZTQQBTQ8BRz/rsIap 7DmWh3GaS/JNAQFHP+xgUFut2FqHcZtL9kv9Rz/sp9DjQkJuh3GcTQABTQkBRz/tGr2yMrfVh3Gd Sw9NDAFHP++pXsN74cGHcZ5NDQFNEgFHP/DD+CnejqCHcZ9NDgFNFwFHP/Dm8Ag+aAmHcaBLak0K AUc/8Sp9QX+q6YdxoU0HAU0QAUc/8jSytvbdzYdxokvzTREBRz/zjy9+L6rzh3GjSylNFAFHP/Ru RKGM18mHcaRNFgFNHAFHP/TGK7l+QSeHcaVNCwFNGwFHP/aiuiku5H6HcaZNFQFNGAFHP/nQ3dmX CZqHcadNHQFNIQFHP/sk9k6upY6HcahNGgFNIwFHP/zzlsZ/jPCHcalNEwFNHgFHQAABhfYSAEWH capNHwFNIAFHQAIhihWPBJ2HcatNGQFNIgFHQAWdt8Wx/QGHcaxNJAFNJQFHQActw6kzHj+Hca1N JgFNJwFHQBBdjNO9rZqHca5NKAFNKQFHQBJ+W6wuGK6Hca9lhnGwdVgQAAAAY29udGV4dF9zZXR0 aW5nc3GxXXGyKGNvcmFuZ2V3aWRnZXQuc2V0dGluZ3MKQ29udGV4dApxsymBcbR9cbUoWAYAAAB2 YWx1ZXNxtn1xtyhYCgAAAGFubm90YXRpb25xuFgEAAAATm9uZXG5Sv7///+GcbpoEEsBdVgKAAAA YXR0cmlidXRlc3G7fXG8KFgMAAAAc2VwYWwgbGVuZ3Rocb1LAlgLAAAAc2VwYWwgd2lkdGhxvksC WAwAAABwZXRhbCBsZW5ndGhxv0sCWAsAAABwZXRhbCB3aWR0aHHASwJ1WAUAAABtZXRhc3HBfXHC dWJosymBccN9ccQoaLZ9ccUoaLhouUr+////hnHGaBBLAXVou31xxyhovUsCaL5LAmi/SwJowEsC WAQAAABpcmlzcchLAXVowX1xyXViaLMpgXHKfXHLKGi2fXHMKFgKAAAAYW5ub3RhdGlvbnHNaLlK /v///4ZxzmgQSwF1aLt9cc8oWAwAAABzZXBhbCBsZW5ndGhx0EsCWAsAAABzZXBhbCB3aWR0aHHR SwJYDAAAAHBldGFsIGxlbmd0aHHSSwJYCwAAAHBldGFsIHdpZHRocdNLAlgEAAAAaXJpc3HUSwF1 aMF9cdV1YmizKYFx1n1x1yhotn1x2ChYCgAAAGFubm90YXRpb25x2Wi5Sv7///+GcdpoEEsBdWi7 fXHbKFgMAAAAc2VwYWwgbGVuZ3RocdxLAlgLAAAAc2VwYWwgd2lkdGhx3UsCWAwAAABwZXRhbCBs ZW5ndGhx3ksCWAsAAABwZXRhbCB3aWR0aHHfSwJYBAAAAGlyaXNx4EsBdWjBfXHhdWJosymBceJ9 ceMoaLZ9ceQoWAoAAABhbm5vdGF0aW9uceVouUr+////hnHmaBBLAXVou31x5yhYDAAAAHNlcGFs IGxlbmd0aHHoSwJYCwAAAHNlcGFsIHdpZHRocelLAlgMAAAAcGV0YWwgbGVuZ3RocepLAlgLAAAA cGV0YWwgd2lkdGhx60sCWAQAAABpcmlzcexLAXVowX1x7XViaLMpgXHufXHvKGi2fXHwKFgKAAAA YW5ub3RhdGlvbnHxaLlK/v///4Zx8mgQSwF1aLt9cfMoWAwAAABzZXBhbCBsZW5ndGhx9EsCWAsA AABzZXBhbCB3aWR0aHH1SwJYDAAAAHBldGFsIGxlbmd0aHH2SwJYCwAAAHBldGFsIHdpZHRocfdL AlgEAAAAaXJpc3H4SwF1aMF9cfl1YmV1Lg== {'auto_commit': True, 'color_by_class': True, 'controlAreaVisible': True, 'dist_color_RGB': (220, 220, 220, 255), 'savedWidgetGeometry': b'\x01\xd9\xd0\xcb\x00\x03\x00\x00\x00\x00\x08\x90\x00\x00\x00\xb5\x00\x00\x0c\xa6\x00\x00\x03+\x00\x00\x08\x90\x00\x00\x00\xcb\x00\x00\x0c\xa6\x00\x00\x03+\x00\x00\x00\x01\x00\x00\x00\x00\x05\xa0\x00\x00\x08\x90\x00\x00\x00\xcb\x00\x00\x0c\xa6\x00\x00\x03+', 'select_rows': True, 'selected_cols': [], 'selected_rows': [], 'show_attribute_labels': True, 'show_distributions': False, '__version__': 1} gAN9cQAoWAsAAABhdXRvX2NvbW1pdHEBiFgIAAAAYmFyX3NpemVxAksDWBIAAABjb250cm9sQXJl YVZpc2libGVxA4hYDAAAAGRpc3RhbmNlX2lkeHEESwBYEAAAAGdyb3VwX2J5X2NsdXN0ZXJxBYhY EQAAAHBlbmRpbmdfc2VsZWN0aW9ucQZdcQdYEwAAAHNhdmVkV2lkZ2V0R2VvbWV0cnlxCENCAdnQ ywADAAAAAAkOAAAAgQAAC6oAAAMrAAAJDgAAAJcAAAuqAAADKwAAAAEAAAAABaAAAAkOAAAAlwAA C6oAAAMrcQlYCwAAAF9fdmVyc2lvbl9fcQpLAVgQAAAAY29udGV4dF9zZXR0aW5nc3ELXXEMKGNv cmFuZ2V3aWRnZXQuc2V0dGluZ3MKQ29udGV4dApxDSmBcQ59cQ8oWAYAAAB2YWx1ZXNxEH1xEShY EgAAAGFubm90YXRpb25fdmFyX2lkeHESSwBK/v///4ZxE1gPAAAAY2x1c3Rlcl92YXJfaWR4cRRL AEr+////hnEVaApLAXVYCgAAAGF0dHJpYnV0ZXNxFlgHAAAAQ2x1c3RlcnEXSwGGcRiFcRlYBQAA AG1ldGFzcRopWAoAAABjbGFzc192YXJzcRspdWJoDSmBcRx9cR0oaBB9cR4oaBJLAEr+////hnEf aBRLAUr+////hnEgaApLAXVoFlgEAAAAaXJpc3EhSwGGcSJYBwAAAENsdXN0ZXJxI0sBhnEkhnEl aBopaBspdWJldS4= gAN9cQAoWAcAAABjb21wYXJlcQFLAVgSAAAAY29udHJvbEFyZWFWaXNpYmxlcQKIWBMAAABvcmRl cl9ieV9pbXBvcnRhbmNlcQOJWBwAAABvcmRlcl9ncm91cGluZ19ieV9pbXBvcnRhbmNlcQSJWBMA AABzYXZlZFdpZGdldEdlb21ldHJ5cQVDQgHZ0MsAAwAAAAADRwAAAbkAAAfsAAAEhgAAA0cAAAHP AAAH7AAABIYAAAAAAAAAAAoAAAADRwAAAc8AAAfsAAAEhnEGWBAAAABzaG93X2Fubm90YXRpb25z cQeIWAsAAABzaG93X2xhYmVsc3EIiFgNAAAAc2lnX3RocmVzaG9sZHEJRz+pmZmZmZmaWAoAAABz b3J0X2ZyZXFzcQqJWAgAAABzdGF0dGVzdHELSwBYCQAAAHN0cmV0Y2hlZHEMiVgLAAAAX192ZXJz aW9uX19xDUsBWBAAAABjb250ZXh0X3NldHRpbmdzcQ5dcQ8oY29yYW5nZXdpZGdldC5zZXR0aW5n cwpDb250ZXh0CnEQKYFxEX1xEihYBgAAAHZhbHVlc3ETfXEUKFgJAAAAYXR0cmlidXRlcRVYFAAA AFNpbGhvdWV0dGUgKENsdXN0ZXIpcRZLZoZxF1gJAAAAZ3JvdXBfdmFycRhOSv7///+GcRlYCQAA AHNlbGVjdGlvbnEaKUr+////hnEbaA1LAXVYCgAAAGF0dHJpYnV0ZXNxHH1xHShYDAAAAHNlcGFs IGxlbmd0aHEeSwJYCwAAAHNlcGFsIHdpZHRocR9LAlgMAAAAcGV0YWwgbGVuZ3RocSBLAlgLAAAA cGV0YWwgd2lkdGhxIUsCWAgAAABTZWxlY3RlZHEiSwF1WAUAAABtZXRhc3EjfXEkKFgHAAAAQ2x1 c3RlcnElSwFoFksCdXViaBApgXEmfXEnKGgTfXEoKGgVWBQAAABTaWxob3VldHRlIChDbHVzdGVy KXEpS2aGcSpoGE5K/v///4ZxK2gaKUr+////hnEsaA1LAXVoHH1xLShoHksCaB9LAmggSwJoIUsC aCJLAXVoI31xLihoJUsBaClLAnV1YmgQKYFxL31xMChoE31xMShoFVgUAAAAU2lsaG91ZXR0ZSAo Q2x1c3RlcilxMktmhnEzaBhOSv7///+GcTRoGilK/v///4ZxNWgNSwF1aBx9cTYoaB5LAmgfSwJo IEsCaCFLAmgiSwF1aCN9cTcoaCVLAWgySwJ1dWJoECmBcTh9cTkoaBN9cTooaBVYFAAAAFNpbGhv dWV0dGUgKENsdXN0ZXIpcTtLZoZxPGgYTkr+////hnE9aBopSv7///+GcT5oDUsBdWgcfXE/KGge SwJoH0sCaCBLAmghSwJoIksBdWgjfXFAKGglSwFoO0sCdXViaBApgXFBfXFCKGgTfXFDKGgVWBQA AABTaWxob3VldHRlIChDbHVzdGVyKXFES2aGcUVoGE5K/v///4ZxRmgaKUr+////hnFHaA1LAXVo HH1xSChoHksCaB9LAmggSwJoIUsCaCJLAXVoI31xSShoJUsBaERLAnV1YmgQKYFxSn1xSyhoE31x TChoFVgUAAAAU2lsaG91ZXR0ZSAoQ2x1c3RlcilxTUtmhnFOaBhOSv7///+GcU9oGilK/v///4Zx UGgNSwF1aBx9cVEoaB5LAmgfSwJoIEsCaCFLAlgEAAAAaXJpc3FSSwFoIksBdWgjfXFTKGglSwFo TUsCdXViaBApgXFUfXFVKGgTfXFWKFgJAAAAYXR0cmlidXRlcVdYFAAAAFNpbGhvdWV0dGUgKENs dXN0ZXIpcVhLZoZxWVgJAAAAZ3JvdXBfdmFycVpOSv7///+GcVtYCQAAAHNlbGVjdGlvbnFcKUr+ ////hnFdaA1LAXVoHH1xXihYDAAAAHNlcGFsIGxlbmd0aHFfSwJYCwAAAHNlcGFsIHdpZHRocWBL AlgMAAAAcGV0YWwgbGVuZ3RocWFLAlgLAAAAcGV0YWwgd2lkdGhxYksCWAQAAABpcmlzcWNLAVgI AAAAU2VsZWN0ZWRxZEsBdWgjfXFlKFgHAAAAQ2x1c3RlcnFmSwFoWEsCdXViZXUu