DaniFrame's picture
Upload extra parameters and metrics
1a05d07 verified
raw
history blame
13.6 kB
,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance
Year,0.005196933,0.006018004,0.008625031,0.01142621,0.0038228189,0.0046894313
Adult_Mortality,0.019542508,0.021580396,0.020648964,0.024633046,0.020129452,0.015981311
infant_deaths,0.01984109,0.0066165943,0.014075139,0.0051311976,0.018160013,0.008523634
Alcohol,0.0067759682,0.009118241,0.009561141,0.007969427,0.0105666015,0.0081302505
percentage_expenditure,0.01867406,0.029894847,0.04674437,0.029349485,0.01198479,0.009416838
Hepatitis_B,0.02016113,0.020732444,0.01780176,0.0151085565,0.01906244,0.015475505
Measles,0.009447811,0.010896525,0.00860112,0.022242295,0.008342467,0.00955877
BMI,0.01183027,0.013114262,0.0074055525,0.0054411036,0.01497642,0.013773921
under_five_deaths,0.016610293,0.013198465,0.022350587,0.008599092,0.018447397,0.033606473
Polio,0.0114072515,0.018817218,0.027718589,0.017407028,0.010773575,0.009055423
Total_expenditure,0.011297332,0.009865972,0.010317095,0.008045918,0.010911996,0.012792498
Diphtheria,0.026064113,0.029441867,0.029110245,0.034544077,0.013091035,0.015585209
HIV_AIDS,0.023351083,0.034878574,0.055477574,0.029444808,0.029254049,0.029394746
GDP,0.04671124,0.04787099,0.08892776,0.076065406,0.016263817,0.012111988
Population,0.0070382943,0.012634522,0.0058840853,0.0089127915,0.011722601,0.01609248
thinness_AgeBracket2,0.020802114,0.047849115,0.037283286,0.024389748,0.023058604,0.013568974
thinness_AgeBracket1,0.025762616,0.013170159,0.019879637,0.017667696,0.017246738,0.013854398
Income_composition_of_resources,0.01656936,0.021740595,0.027006608,0.020845983,0.019424697,0.01593406
Schooling,0.025912194,0.008938801,0.019394409,0.014547281,0.022076504,0.014629563
Country_Afghanistan,0.0,0.0,0.0,0.0,0.0,0.0011166686
Country_Albania,0.0,0.0,0.0,0.0,0.0,0.008744384
Country_Algeria,0.0,0.0,0.0,0.0,0.008819905,0.0
Country_Angola,0.08883149,0.06679322,0.07105306,0.029045949,0.0417691,0.03926892
Country_Antigua and Barbuda,0.0,0.0,0.0,0.0,0.0,0.0
Country_Argentina,0.007504154,0.00041933332,0.0,0.0,0.0038026394,0.0016465974
Country_Armenia,0.0,0.0,0.0,0.0,0.0,0.008504854
Country_Australia,0.0017958389,0.0,0.0013712228,0.0,0.0,0.0
Country_Austria,0.031827543,0.027798982,0.030843165,0.06755828,0.012583344,0.036414813
Country_Azerbaijan,0.004557572,0.002784663,0.0,0.0,0.013961311,0.0041353498
Country_Bahamas,0.0,0.0,0.0,0.0,0.0,0.0
Country_Bahrain,0.0,0.0,0.0,0.0,0.0,0.0
Country_Bangladesh,0.0,0.001292136,0.0,0.0,0.0,0.0
Country_Barbados,0.0,0.0,0.0,0.0,0.0,0.0
Country_Belarus,0.0,0.0,0.0,0.0,0.0,0.0
Country_Belgium,0.04631438,0.05681438,0.030455023,0.048404314,0.054827373,0.06280269
Country_Belize,0.0,0.0,0.0,0.0,0.0020289747,0.0020539637
Country_Benin,0.0,0.0052333726,0.0,0.0,0.0,0.0
Country_Bhutan,0.0,0.003340794,0.0019418438,0.0023827902,0.0,0.0
Country_Bolivia (Plurinational State of),0.0,0.0,0.0,0.0,0.0,0.0
Country_Bosnia and Herzegovina,0.0,0.0,0.0,0.0,0.0,0.0053002466
Country_Botswana,0.0027545346,0.0077668987,0.01877255,0.014721835,0.0,0.0
Country_Brazil,0.0134306615,0.0072175357,0.0,0.0063836384,0.0,0.05232543
Country_Brunei Darussalam,0.0,0.0,0.0,0.0,0.0,0.0
Country_Bulgaria,0.0,0.0,0.0,0.0,0.0,0.0024631168
Country_Burkina Faso,0.0,0.0,0.0,0.0,0.0,0.0
Country_Burundi,0.020986617,0.0036761893,0.0026771699,0.0,0.018593693,0.0
Country_Cabo Verde,0.0,0.0,0.0,0.0,0.0,0.0075563234
Country_Cambodia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Cameroon,0.0,0.00122646,0.011988711,0.014067784,0.0,0.0006842294
Country_Canada,0.0,0.036853444,0.0,0.005531732,0.0,0.0
Country_Central African Republic,0.0,0.0,0.0,0.0,0.0,0.0
Country_Chad,0.0,0.0,0.0,0.006164471,0.0,0.0
Country_Chile,0.010595693,0.008129346,0.0024248722,0.0024047908,0.014776689,0.014771952
Country_China,0.012300719,0.0018985972,0.0,0.0005012488,0.017760092,0.0036100643
Country_Colombia,0.0,0.0051665516,0.0,0.0,0.0,0.006153045
Country_Comoros,0.004695648,0.0076483754,0.0,0.0,0.008604507,0.011309225
Country_Congo,0.0,0.0,0.0,0.0,0.0,0.0
Country_Cook Islands,0.0,0.0,0.0,0.0,0.0,0.0
Country_Costa Rica,0.016425563,0.009228172,0.009181297,0.00780694,0.019426797,0.0084291985
Country_Croatia,0.008741247,0.0,0.0,0.0,0.013414703,0.0
Country_Cuba,0.0,0.0,0.0,0.0,0.0,0.0
Country_Cyprus,0.0,0.0,0.0,0.0,0.0,0.0
Country_Czechia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Côte d'Ivoire,0.0,0.0,0.0,0.0,0.0,0.0
Country_Democratic People's Republic of Korea,0.0,0.0,0.0,0.0,0.0,0.0
Country_Democratic Republic of the Congo,0.0,0.0,0.0,0.0,0.0,0.0
Country_Denmark,0.0,0.0,0.0,0.0,0.0,0.0
Country_Djibouti,0.0,0.0,0.0,0.0,0.0,0.000974996
Country_Dominica,0.0,0.0,0.0,0.0,0.0,0.0
Country_Dominican Republic,0.023542605,0.0031492452,0.0050742333,0.000931487,0.049432326,0.022727719
Country_Ecuador,0.0,0.0,0.0,0.0,0.0,0.0042915232
Country_Egypt,0.0,0.0,0.0,0.0,0.0,0.0
Country_El Salvador,0.012430068,0.011005321,0.012340201,0.006657069,0.010459206,0.0142378975
Country_Equatorial Guinea,0.0,0.0,0.0,0.0,0.0,0.0
Country_Eritrea,0.0,0.0,0.0,0.0,0.0,0.0
Country_Estonia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Ethiopia,0.0,0.0009698729,0.0,0.0,0.0,0.0034505022
Country_Fiji,0.0,0.0,0.0,0.0,0.0,0.0
Country_Finland,0.0,0.0,0.0,0.0,0.0,0.0
Country_France,0.0,0.0,0.0,0.0,0.0,0.0
Country_Gabon,0.0085870065,0.0,0.0,0.0,0.0017029785,0.0012221631
Country_Gambia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Georgia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Germany,0.011114132,0.008488059,0.011818292,0.008521504,0.014630051,0.0
Country_Ghana,0.012110265,0.009112654,0.0011868554,0.0018715734,0.005008671,0.016150005
Country_Greece,0.0,0.0,0.0,0.0,0.0,0.0
Country_Grenada,0.0,0.0,0.0,0.0,0.0,0.0
Country_Guatemala,0.022179943,0.02037031,0.013614966,0.009259325,0.020593405,0.024944443
Country_Guinea,0.0,0.0,0.0,0.0,0.0,0.00090680097
Country_Guinea-Bissau,0.0,0.0,0.0,0.0,0.0,0.0
Country_Guyana,0.027950559,0.007866234,0.0061413827,0.0055657146,0.023175674,0.004763407
Country_Haiti,0.0,0.0,0.0,0.0,0.0,0.0
Country_Honduras,0.0013972619,0.0024721436,0.0,0.00083861407,0.021559155,0.0030387759
Country_Hungary,0.0,0.0,0.0,0.0,0.0,0.0
Country_Iceland,0.0,0.0,0.0,0.0,0.0,0.0
Country_India,0.0,0.0,0.0,0.0,0.0,0.0
Country_Indonesia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Iran (Islamic Republic of),0.0,0.0,0.0,0.0,0.0,0.0
Country_Iraq,0.0,0.0,0.0,0.0,0.0,0.0
Country_Ireland,0.0,0.014796841,0.0,0.0,0.0,0.0
Country_Israel,0.0,0.0040049665,0.0,0.0,0.0,0.02151207
Country_Italy,0.0,0.005991845,0.041747995,0.051977117,0.0,0.0
Country_Jamaica,0.0,0.0,0.0,0.0,0.0,0.0
Country_Japan,0.0,0.0,0.0,0.0,0.0,0.0
Country_Jordan,0.0050327997,0.006794142,0.0,0.0,0.015905406,0.0068800943
Country_Kazakhstan,0.0,0.0,0.0,0.0,0.0,0.0
Country_Kenya,0.006323272,0.00018981678,0.0,0.0070809093,0.011941657,0.0031182584
Country_Kiribati,0.0,0.0052915504,0.0064126113,0.0029676196,0.0,0.0052524176
Country_Kuwait,0.0,0.0,0.0,0.0,0.0,0.0
Country_Kyrgyzstan,0.0,0.0,0.0,0.0,0.0,0.0
Country_Lao People's Democratic Republic,0.0,0.0,0.0,0.0,0.0,0.0
Country_Latvia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Lebanon,0.0,0.0,0.0,0.0,0.0,0.0068539395
Country_Lesotho,0.0,0.002888705,0.0,0.008197488,0.0,0.0
Country_Liberia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Libya,0.0,0.0,0.0,0.0,0.0,0.0
Country_Lithuania,0.014116344,0.0038733382,0.0035054549,0.0010439345,0.016229872,0.009584807
Country_Luxembourg,0.0,0.0,0.0,0.0,0.0,0.0
Country_Madagascar,0.0,0.0,0.0,0.0,0.0,0.0074575795
Country_Malawi,0.0,0.0,0.0,0.0,0.005619965,0.0
Country_Malaysia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Maldives,0.0,0.0,0.0,0.0,0.0,0.0
Country_Mali,0.0,0.0,0.0,0.0,0.001974693,0.0
Country_Malta,0.009187814,0.005968036,0.0,0.0,0.011627371,0.03183229
Country_Marshall Islands,0.0,0.0,0.0,0.0,0.0,0.0
Country_Mauritania,0.0077921515,0.0081273215,0.0020597617,0.001747173,0.013025203,0.011169798
Country_Mauritius,0.0,0.0,0.0,0.0,0.0,0.0
Country_Mexico,0.0,0.0,0.0,0.0,0.0,0.0
Country_Micronesia (Federated States of),0.0,0.0,0.0,0.0,0.0,0.0
Country_Monaco,0.0,0.0,0.0,0.0,0.0,0.0
Country_Mongolia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Montenegro,0.0,0.0,0.0,0.0,0.0,0.0
Country_Morocco,0.019416895,0.040464714,0.014444294,0.011114797,0.01668868,0.020468833
Country_Mozambique,0.0,0.0,0.0,0.00065297884,0.0065228306,0.0
Country_Myanmar,0.0,0.0046480927,0.0,0.0015371114,0.0,0.010727783
Country_Namibia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Nauru,0.0,0.0,0.0,0.0,0.0,0.0
Country_Nepal,0.0,0.0,0.0,0.0,0.0,0.0
Country_Netherlands,0.0,0.0,0.0,0.0,0.0,0.0
Country_New Zealand,0.0,0.0,0.0,0.0,0.0,0.0
Country_Nicaragua,0.006508979,0.0035834147,0.0,0.0005421737,0.012216159,0.009456736
Country_Niger,0.042875584,0.06473865,0.07040799,0.042862087,0.04053832,0.033911973
Country_Nigeria,0.0,0.0,0.0,0.038164724,0.0,0.0
Country_Niue,0.0,0.0,0.0,0.0,0.0,0.0
Country_Norway,0.0,0.0,0.0,0.0,0.0,0.0
Country_Oman,0.0,0.0,0.0,0.0,0.0,0.0
Country_Pakistan,0.0,0.0,0.0,0.0,0.0,0.0043903524
Country_Palau,0.0,0.0,0.0,0.0,0.0,0.0
Country_Panama,0.008537072,0.0046485825,0.0,0.0012725316,0.0,0.008493691
Country_Papua New Guinea,0.0,0.0,0.0,0.0,0.0,0.0
Country_Paraguay,0.0,0.0,0.0,0.0,0.0,0.0
Country_Peru,0.0,0.0,0.0,0.0,0.0,0.005121057
Country_Philippines,0.0,0.0,0.0,0.0,0.0,0.0
Country_Poland,0.0,0.0,0.0,0.0,0.0,0.0
Country_Portugal,0.0,0.0,0.0,0.0,0.0,0.0
Country_Qatar,0.0,0.0,0.0,0.0,0.0,0.0
Country_Republic of Korea,0.0,0.0,0.0,0.0,0.0,0.0
Country_Republic of Moldova,0.0,0.0,0.0,0.0,0.0,0.0
Country_Romania,0.0,0.0,0.0,0.0,0.0,0.0
Country_Russian Federation,0.0,0.0,0.0,0.0,0.0,0.0
Country_Rwanda,0.0,0.002139167,0.0027047007,0.0,0.0,0.004707215
Country_Saint Kitts and Nevis,0.0,0.0,0.0,0.0,0.0,0.0
Country_Saint Lucia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Saint Vincent and the Grenadines,0.0,0.0,0.0,0.0,0.0,0.0
Country_Samoa,0.0041395384,0.0039346605,0.0,0.00094637345,0.0,0.003927411
Country_San Marino,0.0,0.0,0.0,0.0,0.0,0.0
Country_Sao Tome and Principe,0.0074945022,0.0,0.0,0.0,0.024378885,0.0017997591
Country_Saudi Arabia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Senegal,0.010659597,0.017839687,0.0,0.005651357,0.030707577,0.020541778
Country_Serbia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Seychelles,0.0,0.002359325,0.0,0.0,0.0,0.003460236
Country_Sierra Leone,0.0,0.0050420105,0.027633904,0.008530118,0.0,0.0011380205
Country_Singapore,0.0,0.0,0.0,0.0,0.0,0.0
Country_Slovakia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Slovenia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Solomon Islands,0.0,0.0,0.0,0.0,0.0048182486,0.0057577253
Country_Somalia,0.0,0.0,0.0,0.0,0.0,0.0
Country_South Africa,0.0,0.0064357934,0.0,0.0055068,0.0,0.0
Country_South Sudan,0.0,0.0,0.0,0.0,0.0,0.0
Country_Spain,0.0,0.0,0.0,0.0,0.0020819886,0.00020039591
Country_Sri Lanka,0.0,0.0,0.0,0.0,0.0,0.0
Country_Sudan,0.0,0.0,0.0,0.0,0.0,0.0
Country_Suriname,0.0,0.0,0.0,0.0,0.0,0.0
Country_Swaziland,0.00028283207,0.0036823875,0.0,0.023204572,0.0020897733,0.03506842
Country_Sweden,0.0,0.0,0.0,0.0,0.0,0.0
Country_Switzerland,0.0,0.0,0.0,0.0,0.0,0.0
Country_Syrian Arab Republic,0.0004749948,0.0,0.0,0.0,0.0,0.0016176495
Country_Tajikistan,0.0,0.0,0.0,0.0,0.0,0.0047625233
Country_Thailand,0.0,0.0,0.0,0.0,0.0,0.0
Country_The former Yugoslav republic of Macedonia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Timor-Leste,0.0,0.0015891199,0.0,0.0014302783,0.0,0.0
Country_Togo,0.0,0.0,0.0,0.0,0.0,0.0
Country_Tonga,0.0020289095,0.0,0.0,0.0,0.0,0.0
Country_Trinidad and Tobago,0.036035556,0.009802648,0.014344979,0.0029556565,0.015452824,0.013681096
Country_Tunisia,0.0,0.0007893431,0.0,0.0,0.0,0.0
Country_Turkey,0.0,0.0,0.0,0.0,0.0,0.0
Country_Turkmenistan,0.03006614,0.023441544,0.014777466,0.009533888,0.029672427,0.010781624
Country_Tuvalu,0.0,0.0,0.0,0.0,0.0,0.0
Country_Uganda,0.012476831,0.0,0.0007530258,0.00097019266,0.016422793,0.0
Country_Ukraine,0.0,0.0,0.0,0.0,0.0,0.00441818
Country_United Arab Emirates,0.0,0.0,0.0,0.0,0.0,0.0
Country_United Kingdom of Great Britain and Northern Ireland,0.0,0.0,0.0,0.0,0.0,0.0
Country_United Republic of Tanzania,0.0,0.0,0.0,0.0,0.0,0.0
Country_United States of America,0.0,0.0,0.0,0.0,0.0,0.0
Country_Uruguay,0.0015492216,0.0,0.0,0.0,0.0,0.0
Country_Uzbekistan,0.0,0.0,0.0,0.0,0.0,0.0010099859
Country_Vanuatu,0.0,0.0,0.0,0.0,0.0,0.0
Country_Venezuela (Bolivarian Republic of),0.0,0.0,0.0,0.0,0.0,0.0
Country_Viet Nam,0.0,0.0,0.0,0.0,0.0,0.0
Country_Yemen,0.0,0.0,0.0,0.0,0.0,0.0
Country_Zambia,0.0,0.0,0.0,0.0,0.0,0.0
Country_Zimbabwe,0.024832055,0.017199736,0.02529618,0.0790157,0.02124869,0.002782741
Status_Developed,0.0,0.0,0.009942144,0.0,0.0143010095,0.0
Status_Developing,0.0,0.0,0.0,0.0,0.0,0.0
cpu_training_time,0.0007359971,0.0015316304,0.004274047,0.0040544346,0.00029540685,0.00085933565
cpu_prediction_time,0.0007542668,0.0020148,0.003484317,0.004264885,0.0004027024,0.002027914
memory_usage,0.0011495263,0.0029984436,0.0036802166,0.004209033,0.0004082492,0.0059063337
max_depth,0.0009677722,0.001838346,0.0037750995,0.0035375385,0.00031917612,0.0021616705
learning_rate,0.0047173114,0.009414718,0.014728037,0.017340621,0.003065263,0.009776561
n_estimators,0.0039852303,0.01038885,0.01244788,0.014906907,0.0029725716,0.010918654
model_CatBoostRegressor,0.0024429883,0.0047404887,0.010059443,0.014871198,0.0008361411,0.0050489907
model_DecisionTreeRegressor,0.0005945776,0.00043159188,0.0011323226,0.0020944173,0.00038986318,0.0002887098
model_LGBMRegressor,0.00056925544,0.0009690671,0.0013391451,0.0013095214,0.0006588226,0.0015102361
model_RandomForestRegressor,0.00085973425,0.0012939876,0.0025390808,0.004041796,0.0004943804,0.0015255838
model_XGBRegressor,0.00032305557,0.0010127244,0.00081211596,0.0020738968,0.00044646888,0.0019146873