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| {\rtf1\adeflang1025\ansi\ansicpg1252\uc1\adeff0\deff0\stshfdbch0\stshfloch31506\stshfhich31506\stshfbi31506\deflang1033\deflangfe1033\themelang1033\themelangfe0\themelangcs0{\fonttbl{\f0\fbidi \froman\fcharset0\fprq2{\*\panose 02020603050405020304}Times New Roman;}{\f2\fbidi \fmodern\fcharset0\fprq1{\*\panose 02070309020205020404}Courier New;} | |
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| {\f50\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}{\f51\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;}{\f52\fbidi \froman\fcharset163\fprq2 Times New Roman (Vietnamese);}{\f64\fbidi \fmodern\fcharset238\fprq1 Courier New CE;} | |
| {\f65\fbidi \fmodern\fcharset204\fprq1 Courier New Cyr;}{\f67\fbidi \fmodern\fcharset161\fprq1 Courier New Greek;}{\f68\fbidi \fmodern\fcharset162\fprq1 Courier New Tur;}{\f69\fbidi \fmodern\fcharset177\fprq1 Courier New (Hebrew);} | |
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| {\f392\fbidi \froman\fcharset163\fprq2 Cambria Math (Vietnamese);}{\f414\fbidi \fswiss\fcharset238\fprq2 Calibri CE;}{\f415\fbidi \fswiss\fcharset204\fprq2 Calibri Cyr;}{\f417\fbidi \fswiss\fcharset161\fprq2 Calibri Greek;} | |
| {\f418\fbidi \fswiss\fcharset162\fprq2 Calibri Tur;}{\f419\fbidi \fswiss\fcharset177\fprq2 Calibri (Hebrew);}{\f420\fbidi \fswiss\fcharset178\fprq2 Calibri (Arabic);}{\f421\fbidi \fswiss\fcharset186\fprq2 Calibri Baltic;} | |
| {\f422\fbidi \fswiss\fcharset163\fprq2 Calibri (Vietnamese);}{\f474\fbidi \fmodern\fcharset238\fprq1 Consolas CE;}{\f475\fbidi \fmodern\fcharset204\fprq1 Consolas Cyr;}{\f477\fbidi \fmodern\fcharset161\fprq1 Consolas Greek;} | |
| {\f478\fbidi \fmodern\fcharset162\fprq1 Consolas Tur;}{\f481\fbidi \fmodern\fcharset186\fprq1 Consolas Baltic;}{\f482\fbidi \fmodern\fcharset163\fprq1 Consolas (Vietnamese);}{\flomajor\f31508\fbidi \froman\fcharset238\fprq2 Times New Roman CE;} | |
| {\flomajor\f31509\fbidi \froman\fcharset204\fprq2 Times New Roman Cyr;}{\flomajor\f31511\fbidi \froman\fcharset161\fprq2 Times New Roman Greek;}{\flomajor\f31512\fbidi \froman\fcharset162\fprq2 Times New Roman Tur;} | |
| {\flomajor\f31513\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);}{\flomajor\f31514\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}{\flomajor\f31515\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;} | |
| {\flomajor\f31516\fbidi \froman\fcharset163\fprq2 Times New Roman (Vietnamese);}{\fdbmajor\f31518\fbidi \froman\fcharset238\fprq2 Times New Roman CE;}{\fdbmajor\f31519\fbidi \froman\fcharset204\fprq2 Times New Roman Cyr;} | |
| {\fdbmajor\f31521\fbidi \froman\fcharset161\fprq2 Times New Roman Greek;}{\fdbmajor\f31522\fbidi \froman\fcharset162\fprq2 Times New Roman Tur;}{\fdbmajor\f31523\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);} | |
| {\fdbmajor\f31524\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}{\fdbmajor\f31525\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;}{\fdbmajor\f31526\fbidi \froman\fcharset163\fprq2 Times New Roman (Vietnamese);} | |
| {\fhimajor\f31528\fbidi \fswiss\fcharset238\fprq2 Calibri Light CE;}{\fhimajor\f31529\fbidi \fswiss\fcharset204\fprq2 Calibri Light Cyr;}{\fhimajor\f31531\fbidi \fswiss\fcharset161\fprq2 Calibri Light Greek;} | |
| {\fhimajor\f31532\fbidi \fswiss\fcharset162\fprq2 Calibri Light Tur;}{\fhimajor\f31533\fbidi \fswiss\fcharset177\fprq2 Calibri Light (Hebrew);}{\fhimajor\f31534\fbidi \fswiss\fcharset178\fprq2 Calibri Light (Arabic);} | |
| {\fhimajor\f31535\fbidi \fswiss\fcharset186\fprq2 Calibri Light Baltic;}{\fhimajor\f31536\fbidi \fswiss\fcharset163\fprq2 Calibri Light (Vietnamese);}{\fbimajor\f31538\fbidi \froman\fcharset238\fprq2 Times New Roman CE;} | |
| {\fbimajor\f31539\fbidi \froman\fcharset204\fprq2 Times New Roman Cyr;}{\fbimajor\f31541\fbidi \froman\fcharset161\fprq2 Times New Roman Greek;}{\fbimajor\f31542\fbidi \froman\fcharset162\fprq2 Times New Roman Tur;} | |
| {\fbimajor\f31543\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);}{\fbimajor\f31544\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}{\fbimajor\f31545\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;} | |
| {\fbimajor\f31546\fbidi \froman\fcharset163\fprq2 Times New Roman (Vietnamese);}{\flominor\f31548\fbidi \froman\fcharset238\fprq2 Times New Roman CE;}{\flominor\f31549\fbidi \froman\fcharset204\fprq2 Times New Roman Cyr;} | |
| {\flominor\f31551\fbidi \froman\fcharset161\fprq2 Times New Roman Greek;}{\flominor\f31552\fbidi \froman\fcharset162\fprq2 Times New Roman Tur;}{\flominor\f31553\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);} | |
| {\flominor\f31554\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}{\flominor\f31555\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;}{\flominor\f31556\fbidi \froman\fcharset163\fprq2 Times New Roman (Vietnamese);} | |
| {\fdbminor\f31558\fbidi \froman\fcharset238\fprq2 Times New Roman CE;}{\fdbminor\f31559\fbidi \froman\fcharset204\fprq2 Times New Roman Cyr;}{\fdbminor\f31561\fbidi \froman\fcharset161\fprq2 Times New Roman Greek;} | |
| {\fdbminor\f31562\fbidi \froman\fcharset162\fprq2 Times New Roman Tur;}{\fdbminor\f31563\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);}{\fdbminor\f31564\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);} | |
| {\fdbminor\f31565\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;}{\fdbminor\f31566\fbidi \froman\fcharset163\fprq2 Times New Roman (Vietnamese);}{\fhiminor\f31568\fbidi \fswiss\fcharset238\fprq2 Calibri CE;} | |
| {\fhiminor\f31569\fbidi \fswiss\fcharset204\fprq2 Calibri Cyr;}{\fhiminor\f31571\fbidi \fswiss\fcharset161\fprq2 Calibri Greek;}{\fhiminor\f31572\fbidi \fswiss\fcharset162\fprq2 Calibri Tur;} | |
| {\fhiminor\f31573\fbidi \fswiss\fcharset177\fprq2 Calibri (Hebrew);}{\fhiminor\f31574\fbidi \fswiss\fcharset178\fprq2 Calibri (Arabic);}{\fhiminor\f31575\fbidi \fswiss\fcharset186\fprq2 Calibri Baltic;} | |
| {\fhiminor\f31576\fbidi \fswiss\fcharset163\fprq2 Calibri (Vietnamese);}{\fbiminor\f31578\fbidi \froman\fcharset238\fprq2 Times New Roman CE;}{\fbiminor\f31579\fbidi \froman\fcharset204\fprq2 Times New Roman Cyr;} | |
| {\fbiminor\f31581\fbidi \froman\fcharset161\fprq2 Times New Roman Greek;}{\fbiminor\f31582\fbidi \froman\fcharset162\fprq2 Times New Roman Tur;}{\fbiminor\f31583\fbidi \froman\fcharset177\fprq2 Times New Roman (Hebrew);} | |
| {\fbiminor\f31584\fbidi \froman\fcharset178\fprq2 Times New Roman (Arabic);}{\fbiminor\f31585\fbidi \froman\fcharset186\fprq2 Times New Roman Baltic;}{\fbiminor\f31586\fbidi \froman\fcharset163\fprq2 Times New Roman (Vietnamese);}} | |
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| {\operator Nikita Tandel}{\creatim\yr2022\mo8\dy17\hr22\min2}{\revtim\yr2024\mo5\dy7\min44}{\version11}{\edmins91}{\nofpages9}{\nofwords1183}{\nofchars6749}{\nofcharsws7917}{\vern33}}{\*\xmlnstbl {\xmlns1 http://schemas.microsoft.com/office/word/2003/word | |
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| {\pntxtb (}{\pntxta )}}{\*\pnseclvl9\pnlcrm\pnstart1\pnindent720\pnhang {\pntxtb (}{\pntxta )}}\pard\plain \ltrpar\ql \li0\ri0\sa160\sl259\slmult1\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid3218741 \rtlch\fcs1 | |
| \af0\afs22\alang1025 \ltrch\fcs0 \f31506\fs22\lang1033\langfe1033\cgrid\langnp1033\langfenp1033 {\rtlch\fcs1 \af2\afs21 \ltrch\fcs0 \f2\fs21\insrsid3218741\charrsid3218741 \{ | |
| \par "session_name": "test", | |
| \par "session_description": "test", | |
| \par "design_state_data": \{ | |
| \par | |
| \par "session_info" : \{ | |
| \par "project_id": "1", | |
| \par "experiment_id": "kkkk-11", | |
| \par "dataset":"iris_modified.csv", | |
| \par "session_name": "test", | |
| \par "session_description": "test" | |
| \par \}, | |
| \par | |
| \par "target": \{ | |
| \par "prediction_type": "Classification", | |
| \par "target": "species", | |
| \par "type":"classifiation", | |
| \par "partitioning": true | |
| \par \}, | |
| \par "train": \{ | |
| \par "policy": "Split the dataset", | |
| \par "time_variable": "sepal_length", | |
| \par "sampling_method": "No sampling(whole data)", | |
| \par "split": "Randomly", | |
| \par "k_fold": false, | |
| \par "train_ratio": 0.8, | |
| \par "random_seed": }{\rtlch\fcs1 \af2\afs21 \ltrch\fcs0 \f2\fs21\insrsid12154272 1}{\rtlch\fcs1 \af2\afs21 \ltrch\fcs0 \f2\fs21\insrsid3218741\charrsid3218741 0 | |
| \par \}, | |
| \par "feature_handling": \{ | |
| \par "sepal_length": \{ | |
| \par "feature_name": "sepal_length", | |
| \par "is_selected": true, | |
| \par "feature_variable_type": "numerical", | |
| \par "feature_details": \{ | |
| \par "numerical_handling": "Keep as regular numerical feature", | |
| \par "rescaling": "No rescaling", | |
| \par "make_derived_feats": false, | |
| \par "missing_values": "Impute", | |
| \par "impute_with": "Average of values" | |
| \par | |
| \par \} | |
| \par \}, | |
| \par "sepal_width": \{ | |
| \par "feature_name": "sepal_width", | |
| \par "is_selected": true, | |
| \par "feature_variable_type": "numerical", | |
| \par "feature_details": \{ | |
| \par "numerical_handling": "Keep as regular numerical feature", | |
| \par "rescaling": "No rescaling", | |
| \par "make_derived_feats": false, | |
| \par "missing_values": "Impute", | |
| \par "impute_with": "Average of values" | |
| \par | |
| \par \} | |
| \par \}, | |
| \par "petal_length": \{ | |
| \par "feature_name": "petal_length", | |
| \par "is_selected": true, | |
| \par "feature_variable_type": "numerical", | |
| \par "feature_details": \{ | |
| \par "numerical_handling": "Keep as regular numerical feature", | |
| \par "rescaling": "No rescaling", | |
| \par "make_derived_feats": false, | |
| \par "missing_values": "Impute", | |
| \par "impute_with": "Average of values" | |
| \par | |
| \par \} | |
| \par \}, | |
| \par "petal_width": \{ | |
| \par "feature_name": "petal_width", | |
| \par "is_selected": }{\rtlch\fcs1 \af2\afs21 \ltrch\fcs0 \f2\fs21\insrsid1526327 false}{\rtlch\fcs1 \af2\afs21 \ltrch\fcs0 \f2\fs21\insrsid3218741\charrsid3218741 , | |
| \par "feature_variable_type": "numerical", | |
| \par "feature_details": \{ | |
| \par "numerical_handling": "Keep as regular numerical feature", | |
| \par "rescaling": "No rescaling", | |
| \par "make_derived_feats": false, | |
| \par "missing_values": "Impute", | |
| \par "impute_with": "Average of values" | |
| \par \} | |
| \par \}, | |
| \par "species": \{ | |
| \par "feature_name": "species", | |
| \par "is_selected": true, | |
| \par "feature_variable_type": "text", | |
| \par "feature_details": \{ | |
| \par "text_handling": "Tokenize and hash", | |
| \par "hash_columns": 0 | |
| \par \} | |
| \par \} | |
| \par \}, | |
| \par | |
| \par "algorithms": \{ | |
| \par "RandomForestClassifier": \{ | |
| \par "model_name": "Random Forest Classifier", | |
| \par "is_selected": false, | |
| \par "min_trees": 10, | |
| \par "max_trees": 30, | |
| \par "feature_sampling_statergy": "Default", | |
| \par "min_depth": 20, | |
| \par "max_depth": 30, | |
| \par "min_samples_per_leaf_min_value": 5, | |
| \par "min_samples_per_leaf_max_value": 50, | |
| \par "parallelism": 0 | |
| \par \}, | |
| \par "RandomForestRegressor": \{ | |
| \par "model_name": "Random Forest Regressor", | |
| \par "is_selected": false, | |
| \par "min_trees": 10, | |
| \par "max_trees": 20, | |
| \par "feature_sampling_statergy": "Default", | |
| \par "min_depth": 20, | |
| \par "max_depth": 25, | |
| \par "min_samples_per_leaf_min_value": 5, | |
| \par "min_samples_per_leaf_max_value": 10, | |
| \par "parallelism": 0 | |
| \par \}, | |
| \par }\pard \ltrpar\ql \li0\ri0\sa160\sl259\slmult1\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid12544274 {\rtlch\fcs1 \af2\afs21 \ltrch\fcs0 \f2\fs21\insrsid3218741\charrsid3218741 | |
| \par }\pard \ltrpar\ql \li0\ri0\sa160\sl259\slmult1\widctlpar\wrapdefault\aspalpha\aspnum\faauto\adjustright\rin0\lin0\itap0\pararsid3218741 {\rtlch\fcs1 \af2\afs21 \ltrch\fcs0 \f2\fs21\insrsid3218741\charrsid3218741 "LinearRegression": \{ | |
| \par "model_name": "LinearRegression", | |
| \par "is_selected": true, | |
| \par "parallelism": 2, | |
| \par "min_iter":30, | |
| \par "max_iter":50, | |
| \par "min_regparam":0.5, | |
| \par "max_regparam":0.8, | |
| \par "min_elasticnet":0.5, | |
| \par "max_elasticnet":0.8 | |
| \par \}, | |
| \par "LogisticRegression": \{ | |
| \par "model_name": "LogisticRegression", | |
| \par "is_selected": false, | |
| \par "parallelism": 2, | |
| \par "min_iter":30, | |
| \par "max_iter":50, | |
| \par "min_regparam":0.5, | |
| \par "max_regparam":0.8, | |
| \par "min_elasticnet":0.5, | |
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