matrix/catboost_info/catboost_training.json

{
"meta":{"test_sets":[],"test_metrics":[],"learn_metrics":[{"best_value":"Min","name":"RMSE"}],"launch_mode":"Train","parameters":"","iteration_count":200,"learn_sets":["learn"],"name":"experiment"},
"iterations":[
{"learn":[0.4503450769],"iteration":0,"passed_time":0.0003848224741,"remaining_time":0.07657967234},
{"learn":[0.4282639001],"iteration":1,"passed_time":0.0008716307632,"remaining_time":0.08629144556},
{"learn":[0.4114120474],"iteration":2,"passed_time":0.004895579214,"remaining_time":0.3214763684},
{"learn":[0.3920854872],"iteration":3,"passed_time":0.00525987448,"remaining_time":0.2577338495},
{"learn":[0.3785482607],"iteration":4,"passed_time":0.005615750789,"remaining_time":0.2190142808},
{"learn":[0.3622837482],"iteration":5,"passed_time":0.005940605537,"remaining_time":0.192079579},
{"learn":[0.3501451202],"iteration":6,"passed_time":0.006254246347,"remaining_time":0.1724385064},
{"learn":[0.3395957657],"iteration":7,"passed_time":0.006563753705,"remaining_time":0.1575300889},
{"learn":[0.3302065251],"iteration":8,"passed_time":0.006874292759,"remaining_time":0.1458877686},
{"learn":[0.323229957],"iteration":9,"passed_time":0.00810151173,"remaining_time":0.1539287229},
{"learn":[0.3131380379],"iteration":10,"passed_time":0.008442684876,"remaining_time":0.1450606765},
{"learn":[0.3026587395],"iteration":11,"passed_time":0.008767261526,"remaining_time":0.1373537639},
{"learn":[0.2946229984],"iteration":12,"passed_time":0.008953020094,"remaining_time":0.1287857506},
{"learn":[0.2875920583],"iteration":13,"passed_time":0.009275283265,"remaining_time":0.1232287634},
{"learn":[0.2807794574],"iteration":14,"passed_time":0.009856654763,"remaining_time":0.1215654087},
{"learn":[0.2754956035],"iteration":15,"passed_time":0.01019162773,"remaining_time":0.1172037189},
{"learn":[0.2699714099],"iteration":16,"passed_time":0.01080464968,"remaining_time":0.1163088759},
{"learn":[0.264701588],"iteration":17,"passed_time":0.01365488328,"remaining_time":0.138066042},
{"learn":[0.2600627787],"iteration":18,"passed_time":0.01427742123,"remaining_time":0.1360112233},
{"learn":[0.2563463746],"iteration":19,"passed_time":0.01486754447,"remaining_time":0.1338079002},
{"learn":[0.2524752039],"iteration":20,"passed_time":0.02004004894,"remaining_time":0.17081756},
{"learn":[0.2483500284],"iteration":21,"passed_time":0.0204135501,"remaining_time":0.1651641781},
{"learn":[0.2441032501],"iteration":22,"passed_time":0.02074928534,"remaining_time":0.1596792828},
{"learn":[0.2405362271],"iteration":23,"passed_time":0.02107164788,"remaining_time":0.1545254178},
{"learn":[0.2374686646],"iteration":24,"passed_time":0.0213857922,"remaining_time":0.1497005454},
{"learn":[0.2349657697],"iteration":25,"passed_time":0.02169423051,"remaining_time":0.1451844657},
{"learn":[0.2329025271],"iteration":26,"passed_time":0.02476010851,"remaining_time":0.1586481027},
{"learn":[0.2294737965],"iteration":27,"passed_time":0.02543541033,"remaining_time":0.156246092},
{"learn":[0.2269396433],"iteration":28,"passed_time":0.02618726036,"remaining_time":0.1544145352},
{"learn":[0.2247555004],"iteration":29,"passed_time":0.02677230782,"remaining_time":0.1517097443},
{"learn":[0.2233289771],"iteration":30,"passed_time":0.02710271585,"remaining_time":0.1477535154},
{"learn":[0.2210855393],"iteration":31,"passed_time":0.02767506284,"remaining_time":0.1452940799},
{"learn":[0.2192633564],"iteration":32,"passed_time":0.02862305109,"remaining_time":0.1448499858},
{"learn":[0.2177357226],"iteration":33,"passed_time":0.0293244554,"remaining_time":0.1431723411},
{"learn":[0.2169637591],"iteration":34,"passed_time":0.0296816155,"remaining_time":0.1399276159},
{"learn":[0.2149798033],"iteration":35,"passed_time":0.0331452085,"remaining_time":0.1509948387},
{"learn":[0.2127748168],"iteration":36,"passed_time":0.0336071774,"remaining_time":0.148053241},
{"learn":[0.2114610541],"iteration":37,"passed_time":0.03396574465,"remaining_time":0.1448013325},
{"learn":[0.2103237337],"iteration":38,"passed_time":0.03429924777,"remaining_time":0.1415943305},
{"learn":[0.2092138408],"iteration":39,"passed_time":0.03462490813,"remaining_time":0.1384996325},
{"learn":[0.2077605056],"iteration":40,"passed_time":0.03496368377,"remaining_time":0.1355908712},
{"learn":[0.2064832087],"iteration":41,"passed_time":0.03529073862,"remaining_time":0.1327603977},
{"learn":[0.2054137143],"iteration":42,"passed_time":0.03646573126,"remaining_time":0.1331423211},
{"learn":[0.2042866172],"iteration":43,"passed_time":0.03675333092,"remaining_time":0.1303072642},
{"learn":[0.2032781302],"iteration":44,"passed_time":0.03709957985,"remaining_time":0.1277874417},
{"learn":[0.2022541822],"iteration":45,"passed_time":0.03756374018,"remaining_time":0.1257568693},
{"learn":[0.2006297355],"iteration":46,"passed_time":0.03802701888,"remaining_time":0.1237900827},
{"learn":[0.1989601538],"iteration":47,"passed_time":0.03870802937,"remaining_time":0.1225754263},
{"learn":[0.198022661],"iteration":48,"passed_time":0.03920327195,"remaining_time":0.1208100829},
{"learn":[0.196582877],"iteration":49,"passed_time":0.03967005587,"remaining_time":0.1190101676},
{"learn":[0.1952744505],"iteration":50,"passed_time":0.04013097507,"remaining_time":0.1172453978},
{"learn":[0.193554296],"iteration":51,"passed_time":0.04087631215,"remaining_time":0.116340273},
{"learn":[0.1925354823],"iteration":52,"passed_time":0.04135167842,"remaining_time":0.1146923911},
{"learn":[0.1915997926],"iteration":53,"passed_time":0.04182509134,"remaining_time":0.1130826544},
{"learn":[0.1909640215],"iteration":54,"passed_time":0.0425252999,"remaining_time":0.1121121543},
{"learn":[0.1895874352],"iteration":55,"passed_time":0.04468534579,"remaining_time":0.1149051749},
{"learn":[0.1889850234],"iteration":56,"passed_time":0.04513606274,"remaining_time":0.1132360872},
{"learn":[0.1882172938],"iteration":57,"passed_time":0.04557453206,"remaining_time":0.1115790268},
{"learn":[0.1870625904],"iteration":58,"passed_time":0.04709182289,"remaining_time":0.112541475},
{"learn":[0.1862896087],"iteration":59,"passed_time":0.04811294149,"remaining_time":0.1122635301},
{"learn":[0.1857765771],"iteration":60,"passed_time":0.04847110193,"remaining_time":0.1104505437},
{"learn":[0.1846539528],"iteration":61,"passed_time":0.04880364404,"remaining_time":0.1086274658},
{"learn":[0.1837778397],"iteration":62,"passed_time":0.05007860578,"remaining_time":0.1089010951},
{"learn":[0.1826904494],"iteration":63,"passed_time":0.05042151154,"remaining_time":0.107145712},
{"learn":[0.182147996],"iteration":64,"passed_time":0.05075693533,"remaining_time":0.1054182503},
{"learn":[0.1818195881],"iteration":65,"passed_time":0.05101027296,"remaining_time":0.1035663118},
{"learn":[0.1812951661],"iteration":66,"passed_time":0.05133448482,"remaining_time":0.1019027833},
{"learn":[0.1803789034],"iteration":67,"passed_time":0.0516530767,"remaining_time":0.1002677371},
{"learn":[0.1794377717],"iteration":68,"passed_time":0.05197279764,"remaining_time":0.09867299263},
{"learn":[0.1789482933],"iteration":69,"passed_time":0.05232105528,"remaining_time":0.09716767409},
{"learn":[0.1785322425],"iteration":70,"passed_time":0.05265708729,"remaining_time":0.09567273605},
{"learn":[0.1782059395],"iteration":71,"passed_time":0.05460178488,"remaining_time":0.09706983979},
{"learn":[0.1775897254],"iteration":72,"passed_time":0.05497050237,"remaining_time":0.09563361371},
{"learn":[0.1764098222],"iteration":73,"passed_time":0.05531818914,"remaining_time":0.09419043015},
{"learn":[0.1755152264],"iteration":74,"passed_time":0.05565090665,"remaining_time":0.09275151108},
{"learn":[0.1744470018],"iteration":75,"passed_time":0.05598260846,"remaining_time":0.09134004539},
{"learn":[0.1741575934],"iteration":76,"passed_time":0.05630955261,"remaining_time":0.0899490256},
{"learn":[0.1738706065],"iteration":77,"passed_time":0.05703431913,"remaining_time":0.0892075248},
{"learn":[0.1725303906],"iteration":78,"passed_time":0.05799436161,"remaining_time":0.08882680703},
{"learn":[0.1722555844],"iteration":79,"passed_time":0.05833718667,"remaining_time":0.08750578001},
{"learn":[0.1707554886],"iteration":80,"passed_time":0.05865728041,"remaining_time":0.08617551073},
{"learn":[0.1703853678],"iteration":81,"passed_time":0.06269627815,"remaining_time":0.09022147344},
{"learn":[0.1701542636],"iteration":82,"passed_time":0.06331266661,"remaining_time":0.08924797583},
{"learn":[0.1699619878],"iteration":83,"passed_time":0.06365996191,"remaining_time":0.08791137597},
{"learn":[0.1697272015],"iteration":84,"passed_time":0.06406238123,"remaining_time":0.08667263343},
{"learn":[0.1686534536],"iteration":85,"passed_time":0.06440338031,"remaining_time":0.08537192274},
{"learn":[0.1684693757],"iteration":86,"passed_time":0.06479683582,"remaining_time":0.08416140744},
{"learn":[0.1675077813],"iteration":87,"passed_time":0.06512833557,"remaining_time":0.0828906089},
{"learn":[0.1664248234],"iteration":88,"passed_time":0.06545765455,"remaining_time":0.08163819837},
{"learn":[0.1652848365],"iteration":89,"passed_time":0.06578231123,"remaining_time":0.08040060261},
{"learn":[0.1648635809],"iteration":90,"passed_time":0.06610425229,"remaining_time":0.07917981867},
{"learn":[0.1642705432],"iteration":91,"passed_time":0.06848375658,"remaining_time":0.08039397511},
{"learn":[0.163990786],"iteration":92,"passed_time":0.06884474735,"remaining_time":0.07920847276},
{"learn":[0.163815055],"iteration":93,"passed_time":0.06916796686,"remaining_time":0.07799792007},
{"learn":[0.162773927],"iteration":94,"passed_time":0.06949542985,"remaining_time":0.07681073826},
{"learn":[0.1623922219],"iteration":95,"passed_time":0.06981725154,"remaining_time":0.07563535583},
{"learn":[0.1619616575],"iteration":96,"passed_time":0.0701399582,"remaining_time":0.07447851231},
{"learn":[0.1614855105],"iteration":97,"passed_time":0.07254573305,"remaining_time":0.07550678338},
{"learn":[0.1607689211],"iteration":98,"passed_time":0.07287432978,"remaining_time":0.07434653846},
{"learn":[0.1590025148],"iteration":99,"passed_time":0.07320732472,"remaining_time":0.07320732472},
{"learn":[0.1583374546],"iteration":100,"passed_time":0.07353753602,"remaining_time":0.07208134718},
{"learn":[0.1577116702],"iteration":101,"passed_time":0.07387775082,"remaining_time":0.07098058413},
{"learn":[0.1571224802],"iteration":102,"passed_time":0.08052793355,"remaining_time":0.07583698596},
{"learn":[0.1563233712],"iteration":103,"passed_time":0.08088124429,"remaining_time":0.07465961011},
{"learn":[0.1557658566],"iteration":104,"passed_time":0.08120864993,"remaining_time":0.0734744928},
{"learn":[0.1550024376],"iteration":105,"passed_time":0.08154766565,"remaining_time":0.07231585445},
{"learn":[0.1541691551],"iteration":106,"passed_time":0.08422241497,"remaining_time":0.07320265974},
{"learn":[0.1534380411],"iteration":107,"passed_time":0.08456462447,"remaining_time":0.07203653196},
{"learn":[0.152572507],"iteration":108,"passed_time":0.08489643166,"remaining_time":0.07087683744},
{"learn":[0.1520193811],"iteration":109,"passed_time":0.0852200233,"remaining_time":0.06972547361},
{"learn":[0.1513157703],"iteration":110,"passed_time":0.08784686445,"remaining_time":0.0704357742},
{"learn":[0.1496869848],"iteration":111,"passed_time":0.08820812332,"remaining_time":0.06930638261},
{"learn":[0.1491690624],"iteration":112,"passed_time":0.08854348843,"remaining_time":0.06817065038},
{"learn":[0.1483861479],"iteration":113,"passed_time":0.08887397248,"remaining_time":0.06704527749},
{"learn":[0.1478667643],"iteration":114,"passed_time":0.08919948346,"remaining_time":0.06593005299},
{"learn":[0.1471797139],"iteration":115,"passed_time":0.09214695855,"remaining_time":0.06672710791},
{"learn":[0.1459356099],"iteration":116,"passed_time":0.09251830229,"remaining_time":0.06563264179},
{"learn":[0.1454516706],"iteration":117,"passed_time":0.09284388396,"remaining_time":0.06451863123},
{"learn":[0.1447895142],"iteration":118,"passed_time":0.09315908665,"remaining_time":0.06341080688},
{"learn":[0.1442029874],"iteration":119,"passed_time":0.09347537639,"remaining_time":0.06231691759},
{"learn":[0.1435697651],"iteration":120,"passed_time":0.09513193214,"remaining_time":0.0621109309},
{"learn":[0.1431130893],"iteration":121,"passed_time":0.09579613005,"remaining_time":0.0612467061},
{"learn":[0.1425079337],"iteration":122,"passed_time":0.09615559829,"remaining_time":0.06019496804},
{"learn":[0.1411114841],"iteration":123,"passed_time":0.09648700401,"remaining_time":0.059137196},
{"learn":[0.1406118972],"iteration":124,"passed_time":0.09717721706,"remaining_time":0.05830633024},
{"learn":[0.1401849985],"iteration":125,"passed_time":0.0975999135,"remaining_time":0.05732058412},
{"learn":[0.1388961888],"iteration":126,"passed_time":0.09794412038,"remaining_time":0.05629858888},
{"learn":[0.1386051031],"iteration":127,"passed_time":0.09826938327,"remaining_time":0.05527652809},
{"learn":[0.1383278889],"iteration":128,"passed_time":0.09860521387,"remaining_time":0.0542710867},
{"learn":[0.1379294674],"iteration":129,"passed_time":0.09893283226,"remaining_time":0.05327152506},
{"learn":[0.1373348119],"iteration":130,"passed_time":0.09981650525,"remaining_time":0.05257510582},
{"learn":[0.1361336779],"iteration":131,"passed_time":0.1001611489,"remaining_time":0.05159816764},
{"learn":[0.1356746871],"iteration":132,"passed_time":0.100490716,"remaining_time":0.05062314265},
{"learn":[0.1353008915],"iteration":133,"passed_time":0.1008160236,"remaining_time":0.04965565341},
{"learn":[0.1342125851],"iteration":134,"passed_time":0.1011446723,"remaining_time":0.04869928668},
{"learn":[0.13378298],"iteration":135,"passed_time":0.1014691796,"remaining_time":0.04775020218},
{"learn":[0.132702537],"iteration":136,"passed_time":0.1020553708,"remaining_time":0.04693057198},
{"learn":[0.132353416],"iteration":137,"passed_time":0.102394756,"remaining_time":0.0460034411},
{"learn":[0.1317635895],"iteration":138,"passed_time":0.1027235868,"remaining_time":0.04508013522},
{"learn":[0.131515726],"iteration":139,"passed_time":0.1030454892,"remaining_time":0.04416235251},
{"learn":[0.1311143322],"iteration":140,"passed_time":0.1033702786,"remaining_time":0.04325423005},
{"learn":[0.1305509386],"iteration":141,"passed_time":0.1036927812,"remaining_time":0.04235338949},
{"learn":[0.1296475549],"iteration":142,"passed_time":0.1042472272,"remaining_time":0.04155309057},
{"learn":[0.1289209435],"iteration":143,"passed_time":0.1046001425,"remaining_time":0.04067783319},
{"learn":[0.1285376243],"iteration":144,"passed_time":0.1049302277,"remaining_time":0.03980112087},
{"learn":[0.1282217898],"iteration":145,"passed_time":0.1052660157,"remaining_time":0.03893400579},
{"learn":[0.127674559],"iteration":146,"passed_time":0.1055920695,"remaining_time":0.03807061009},
{"learn":[0.1274493905],"iteration":147,"passed_time":0.1059159259,"remaining_time":0.03721370369},
{"learn":[0.1269284],"iteration":148,"passed_time":0.1064609906,"remaining_time":0.03643966794},
{"learn":[0.1261568562],"iteration":149,"passed_time":0.1071308449,"remaining_time":0.03571028163},
{"learn":[0.1256575706],"iteration":150,"passed_time":0.1093398156,"remaining_time":0.03548113222},
{"learn":[0.1254429843],"iteration":151,"passed_time":0.1103066591,"remaining_time":0.03483368184},
{"learn":[0.1247195586],"iteration":152,"passed_time":0.1111201348,"remaining_time":0.03413494338},
{"learn":[0.1242411429],"iteration":153,"passed_time":0.1117264004,"remaining_time":0.0333728209},
{"learn":[0.1240366849],"iteration":154,"passed_time":0.1124464022,"remaining_time":0.03264572968},
{"learn":[0.1233579126],"iteration":155,"passed_time":0.1130832696,"remaining_time":0.03189528116},
{"learn":[0.1228652278],"iteration":156,"passed_time":0.1137426711,"remaining_time":0.03115245133},
{"learn":[0.12246677],"iteration":157,"passed_time":0.1143220233,"remaining_time":0.03038939859},
{"learn":[0.1220278515],"iteration":158,"passed_time":0.1148695709,"remaining_time":0.02962045538},
{"learn":[0.1218388782],"iteration":159,"passed_time":0.1153170253,"remaining_time":0.02882925633},
{"learn":[0.1213893748],"iteration":160,"passed_time":0.1157513479,"remaining_time":0.02803914638},
{"learn":[0.1207468221],"iteration":161,"passed_time":0.1163588269,"remaining_time":0.02729404581},
{"learn":[0.1203181349],"iteration":162,"passed_time":0.1169983568,"remaining_time":0.02655790921},
{"learn":[0.1197148636],"iteration":163,"passed_time":0.1176398494,"remaining_time":0.02582338157},
{"learn":[0.1193060407],"iteration":164,"passed_time":0.118222423,"remaining_time":0.02507748366},
{"learn":[0.1191241947],"iteration":165,"passed_time":0.1187980501,"remaining_time":0.02433213075},
{"learn":[0.1187356767],"iteration":166,"passed_time":0.1194784657,"remaining_time":0.02360951718},
{"learn":[0.1183609788],"iteration":167,"passed_time":0.1200922163,"remaining_time":0.02287470786},
{"learn":[0.1180089167],"iteration":168,"passed_time":0.1222976261,"remaining_time":0.02243329236},
{"learn":[0.117841057],"iteration":169,"passed_time":0.1230079132,"remaining_time":0.0217072788},
{"learn":[0.1172696096],"iteration":170,"passed_time":0.1236542342,"remaining_time":0.02097060112},
{"learn":[0.1169131322],"iteration":171,"passed_time":0.1240938302,"remaining_time":0.0202013212},
{"learn":[0.1163761278],"iteration":172,"passed_time":0.1245442547,"remaining_time":0.01943754265},
{"learn":[0.1160529863],"iteration":173,"passed_time":0.1250734096,"remaining_time":0.01868913016},
{"learn":[0.1154181612],"iteration":174,"passed_time":0.1255856171,"remaining_time":0.01794080244},
{"learn":[0.1152570533],"iteration":175,"passed_time":0.1261628868,"remaining_time":0.01720403002},
{"learn":[0.115103699],"iteration":176,"passed_time":0.1266126748,"remaining_time":0.01645249446},
{"learn":[0.114601378],"iteration":177,"passed_time":0.1270621013,"remaining_time":0.01570430465},
{"learn":[0.1142909561],"iteration":178,"passed_time":0.1274107757,"remaining_time":0.01494763291},
{"learn":[0.1141450807],"iteration":179,"passed_time":0.1279042874,"remaining_time":0.01421158748},
{"learn":[0.1135558779],"iteration":180,"passed_time":0.1282388408,"remaining_time":0.01346153578},
{"learn":[0.1134162446],"iteration":181,"passed_time":0.1286378783,"remaining_time":0.01272242753},
{"learn":[0.1129459117],"iteration":182,"passed_time":0.1290342628,"remaining_time":0.01198678945},
{"learn":[0.112629653],"iteration":183,"passed_time":0.1294061481,"remaining_time":0.01125270853},
{"learn":[0.1124963747],"iteration":184,"passed_time":0.1298285845,"remaining_time":0.01052664198},
{"learn":[0.111951365],"iteration":185,"passed_time":0.1302870585,"remaining_time":0.009806552788},
{"learn":[0.1118238356],"iteration":186,"passed_time":0.1306952612,"remaining_time":0.009085766818},
{"learn":[0.1113831],"iteration":187,"passed_time":0.1311053698,"remaining_time":0.008368427862},
{"learn":[0.1110962362],"iteration":188,"passed_time":0.1315300063,"remaining_time":0.007655185552},
{"learn":[0.1109746401],"iteration":189,"passed_time":0.1319903723,"remaining_time":0.0069468617},
{"learn":[0.1105593839],"iteration":190,"passed_time":0.1323319709,"remaining_time":0.006235537897},
{"learn":[0.1102093076],"iteration":191,"passed_time":0.1327481868,"remaining_time":0.005531174448},
{"learn":[0.1099347088],"iteration":192,"passed_time":0.1332857996,"remaining_time":0.004834199984},
{"learn":[0.1092497419],"iteration":193,"passed_time":0.1336993401,"remaining_time":0.004135031138},
{"learn":[0.1090226201],"iteration":194,"passed_time":0.1341054481,"remaining_time":0.003438601232},
{"learn":[0.1089056267],"iteration":195,"passed_time":0.1362299248,"remaining_time":0.002780202547},
{"learn":[0.1082614557],"iteration":196,"passed_time":0.1367398565,"remaining_time":0.002082332841},
{"learn":[0.1080442354],"iteration":197,"passed_time":0.1370229673,"remaining_time":0.001384070377},
{"learn":[0.1077783439],"iteration":198,"passed_time":0.1374648905,"remaining_time":0.0006907783442},
{"learn":[0.107475561],"iteration":199,"passed_time":0.1378357827,"remaining_time":0}
]}