From a0c6f47227f2e8e1e21721a0517c7bc665870b58 Mon Sep 17 00:00:00 2001 From: Angelos Chatzimparmpas Date: Wed, 23 Jun 2021 15:45:38 +0200 Subject: [PATCH] new data set --- __pycache__/run.cpython-38.pyc | Bin 41282 -> 41431 bytes .../metadata.json | 1 + .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 1 - .../metadata.json | 1 - .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 1 - .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 1 + .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 1 + .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 1 + .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 1 + .../output.pkl | Bin 0 -> 116 bytes .../metadata.json | 1 - .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes .../metadata.json | 1 - .../output.pkl | Bin 116 -> 0 bytes .../metadata.json | 2 +- .../output.pkl | Bin 116 -> 116 bytes cachedir/joblib/run/estimator/func_code.py | 4 +-- .../output.pkl | Bin 0 -> 4051 bytes .../metadata.json | 1 + frontend/src/components/Main.vue | 2 +- run.py | 25 +++++++----------- 62 files changed, 38 insertions(+), 44 deletions(-) create mode 100644 cachedir/joblib/run/estimator/01638357491a1f7a73e0ab8e8f582409/metadata.json rename cachedir/joblib/run/estimator/{61afb17f88fffa151324e4d016d0ccee => 01638357491a1f7a73e0ab8e8f582409}/output.pkl (55%) delete mode 100644 cachedir/joblib/run/estimator/24436eb7944e5f756192f4144586be52/metadata.json delete mode 100644 cachedir/joblib/run/estimator/26eaea169055571f02d589ab35824eec/metadata.json delete mode 100644 cachedir/joblib/run/estimator/61afb17f88fffa151324e4d016d0ccee/metadata.json create mode 100644 cachedir/joblib/run/estimator/76ed4fb5a8425d0cdcb38d7aab16b0b2/metadata.json rename cachedir/joblib/run/estimator/{24436eb7944e5f756192f4144586be52 => 76ed4fb5a8425d0cdcb38d7aab16b0b2}/output.pkl (55%) create mode 100644 cachedir/joblib/run/estimator/9814e674b9997336c137ce7a498b89d2/metadata.json rename cachedir/joblib/run/estimator/{ef6bb9df399c46bfde63ecf0478c6582 => 9814e674b9997336c137ce7a498b89d2}/output.pkl (55%) create mode 100644 cachedir/joblib/run/estimator/a0b1a379a10f9b720cb2a91b1b4f2fa1/metadata.json rename cachedir/joblib/run/estimator/{26eaea169055571f02d589ab35824eec => a0b1a379a10f9b720cb2a91b1b4f2fa1}/output.pkl (55%) create mode 100644 cachedir/joblib/run/estimator/eefbc848db1507e48416e389ebd02837/metadata.json create mode 100644 cachedir/joblib/run/estimator/eefbc848db1507e48416e389ebd02837/output.pkl delete mode 100644 cachedir/joblib/run/estimator/ef6bb9df399c46bfde63ecf0478c6582/metadata.json delete mode 100644 cachedir/joblib/run/estimator/f4424e7e031a773cea1548224ffc9bc5/metadata.json delete mode 100644 cachedir/joblib/run/estimator/f4424e7e031a773cea1548224ffc9bc5/output.pkl create mode 100644 cachedir/joblib/run/estimatorFeatureSelection/5325ae9ab4d892e28c2fd6154fcfbcb9/output.pkl create mode 100644 cachedir/joblib/run/estimatorFeatureSelection/b9f18063a956e60963835da31891e04a/metadata.json diff --git a/__pycache__/run.cpython-38.pyc b/__pycache__/run.cpython-38.pyc index c554ec0e14629ffb237d59f66e4e2778511a2468..ab1fc0a49d63661fb29766ce2087cf26f52b611d 100644 GIT binary patch delta 2098 zcmZ{leNa?Y6u|eqw=C-}3k&isi+nDkmh!ElEGj7BnJSl@}aPccb}e2QPyMCie(o4ef&??AMRe>brhuTA*&Wg`w zMa&FK3mVY^ppwkRD!Z3GtV#rx-84@XAC9$QdC-a1!q!0-=9`M)AoiK6;UeEU0FB|3 z;cGrxB3uFNSrLq1`iJ0WVbSpL+43W0`3aypq8TEvEg}~>@VAIKh@r8-n($#nB*Z>1 znC0Ne@q%U-Ke79JoE?2mgh0TcnA>_?nafpC>MWk^SdD(M*8)D^@n9bkJ|Y|-97LUY z?C30kf9%C&m8b>!3lsbV*2Cp^kqzTrzsEA$vJwaD!2)x}@C;JdlDeP!8MWER8;I2$I!Evlh4jR$QC;HWP=Bnt|F3hq?wwVqm zYa^|8>`6|9ZoHp74o+Z9%IOzBrRiWoGGQtqh0she67~{W2=8Hd>gzmHO{rr+*U4w* zQZk+L<+MWZ_0WKhXWv^GBgoyk}{DU!Rg zc~Xffk5rY)05$l7H!we*MAk)m`(^L+SH$@;jVVR(YNf&$P4uhXlB0r=z2YLJ-LbGf zl9H76i-nygiU0F<)56a1uK2=vYS%41&&M)G3AeO(J!2FcMT4bYqwL#;U6zTk3vXC< zLOrg_>`(hARs-Au>*lcPoHl2^G%rpNPSM`iWGIlPgzCP9hHF|t8Ni}zr98vD|RD`<3r@H;JOt!nqO zvLf7;oekgOt)};-1q?9hy#K z{(R3NX#xuXoU`Z*FP#vpiRUZLTF*=PqICp#;B9LZ-_vJtgwd1S)Dl*an>w^Cj)I@$ z!o@Bh{vcgi{uV^y=PPUwr7&7y3~nqdg*LoXW*V32!7G4nss@CC4j8mT2T}a*5UhG< zzSB`!TvF&_ZgvPqROjFvrw7)Q8=(*f$`{}rKC0%UBG{+M$DKwvix->;-17lvMJ!zn z=1Z7BXeUH+hx^r%t+Z?~#NP7TuIXyf%2(X$eP9jFuX;mRtKpAsflxWvty4N!kB>K2 zhSY1GbDHJS=?7iL?bSBnux5vI4o=_XFI-Ya9ei|G8Tr)sgBQls*tu()Yx0c$b`5{6 zi84|lu_VHehc_6(YlA9L T>2tIjRHL-RIVq^(H+q$)Gz{)n*R*Dkow!&b*CNLN*(I_8|5yQH+>n2+}?jFhn zL0t9`l+ObRUxO9~W{L_tML-C1jG+V(m4G&ZKSYguh#^5q5QFDD1}5I7zkBaF_nmvr zx#!-?r=;Fq$voF=HtDGSl<4WCxL10wd2c40y$`pe=mN>2VnhN1nb%$xQWKitu zC2c@zs0Lx4^ zykV&TgX&Ihm%xiBtZm@KWf{}3!W8*d0JCv%>gzB|y`C!TF)iJlHaG&HQ*r}3 zU%YQfiwrv7(Ahd?`t#_qj=@aZ2snU8)0e?PblU@P1Uv1ma0#6mFT!Oq{fcxI(AAoT zlQSm515NyoCe}+B%?RUHS!TSSIT@VTpXq>6>e;L@lA#mG=N~p^pT+apHxm=;L!rjH zU|^oVw$5Ac$G)6v`VT28yx_9p$z12CGKrSQb1G#c@Go6TmP8NDowA6fE*j(Ycx(Nl z2a_F>T~m0uk;FPl5Am`dL?4a4GD`+pF7<41D*c;|sH+^+u`ljdO2dVUtc;IHl#bHy z1Z8>z-po--d_^sspb}+MD8?Pl6MK zN}FD{62zC-~;4S z9Aj}Bqk!=o!%c|lo4oZkVi(Vo7!gL8u^SJMT>*Pk_qb=k)J>APd~!lvR9Fo**#Pli zqQg#*9?>X?ZoE2vzwHG&$tLY)$wpbyNe}h1u;8u<^9-B`aR~pOkVQ_}i)!ujd8t+k zpa&}?fJmXz6Yul757ga7FUxZe@tBXqsn<$Muz;La{EdR`1!}Z*yIAz|EMIFki^XZ4 z(VyCH#o`Qgfv?YT`?;9T_4(qFl5pVC;*oS?BE?$_+P+;_TrwVZU~|c4=)}b5qT~L{ z+C#D+juR?PK~Hd@5?UBs(jeYt=^92NIUbGiH#AZ)?7_?_=i z%lt2?Y(A>A(+Qoc++x>CEXEsJ5>&)yHXiG%^Ul%i3j?lNFq}5-T9BD!WLIMuOW4&o zyhy5B>b(V_M99IwqIaa+7*tr3#mr%_inB+6bi> zX|N9A$h3gErOLSA!l1t{P+J`mRE~I{wG2~(HVEM8U=6G$&chqQB-qa*i~E1(&SQ1R zMKNv)HRf=1!onzI>}6z;A5p#HsjGjK`b5>)I8_g3wLw{)2yfzzmQ}C<$FzE2rN*~3 zuELG2Zw%`+P(AC(iUFjDViu?4iQl3eH?&x>vE7YLZ7FaJe{XvUf27f68u{U_Hs9Nx z0v0^l?jr|>b<9cnzk~R8$M7UBHIdKwl^yOr6Rc0-J@yv qu&{U9{q5!HDaIGr8UAXpF9DJuex+`_)|VMq>T-=K#AUcLQt>ZhOj?=% diff --git a/cachedir/joblib/run/estimator/01638357491a1f7a73e0ab8e8f582409/metadata.json b/cachedir/joblib/run/estimator/01638357491a1f7a73e0ab8e8f582409/metadata.json new file mode 100644 index 0000000..21edcc3 --- /dev/null +++ b/cachedir/joblib/run/estimator/01638357491a1f7a73e0ab8e8f582409/metadata.json @@ -0,0 +1 @@ +{"duration": 2.468634843826294, "input_args": {"n_estimators": "123.22873559815328", "eta": "0.18061861147148012", "max_depth": "9.30263441184733", "subsample": "0.8914267677503952", "colsample_bytree": "0.8510959039929198"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/61afb17f88fffa151324e4d016d0ccee/output.pkl b/cachedir/joblib/run/estimator/01638357491a1f7a73e0ab8e8f582409/output.pkl similarity index 55% rename from cachedir/joblib/run/estimator/61afb17f88fffa151324e4d016d0ccee/output.pkl rename to cachedir/joblib/run/estimator/01638357491a1f7a73e0ab8e8f582409/output.pkl index 42d02e405d90afc6370ef9ca9e385fd2922126e6..6d2538aa0937642e858554612d47aee1408be7b9 100644 GIT binary patch delta 18 ZcmXRZnUKyqm(8_8@3sAuwkbhV^Z-Qm2WJ2P delta 18 acmXRZnUKyK_vG8Xxv%V}v`q<`q6Yw5p$Urs diff --git a/cachedir/joblib/run/estimator/07007f7dca9bdfd648d3542e509afb89/metadata.json b/cachedir/joblib/run/estimator/07007f7dca9bdfd648d3542e509afb89/metadata.json index d5d0a14..2659046 100644 --- a/cachedir/joblib/run/estimator/07007f7dca9bdfd648d3542e509afb89/metadata.json +++ b/cachedir/joblib/run/estimator/07007f7dca9bdfd648d3542e509afb89/metadata.json @@ -1 +1 @@ -{"duration": 12.095735788345337, "input_args": {"n_estimators": "74.90081706613316", "eta": "0.24281758667148645", "max_depth": "6.444267910404542", "subsample": "0.823173811905026", "colsample_bytree": "0.9458014336081975"}} \ No newline at end of file +{"duration": 1.096883773803711, "input_args": {"n_estimators": "74.90081706613316", "eta": "0.24281758667148645", "max_depth": "6.444267910404542", "subsample": "0.823173811905026", "colsample_bytree": "0.9458014336081975"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/07007f7dca9bdfd648d3542e509afb89/output.pkl b/cachedir/joblib/run/estimator/07007f7dca9bdfd648d3542e509afb89/output.pkl index 85a172b11fee05c1253c9b677ab95864efa95103..82f552e6180420cafb6fb2e4d0634f627a36a42c 100644 GIT binary patch delta 19 bcmXRZnUKb3YVzadtk19Pr?gE8nxY2)Ul0ke delta 19 bcmXRZnUKb(JafUq(!N*rQ`)8kP0<4YR{jXs diff --git a/cachedir/joblib/run/estimator/24436eb7944e5f756192f4144586be52/metadata.json b/cachedir/joblib/run/estimator/24436eb7944e5f756192f4144586be52/metadata.json deleted file mode 100644 index bb058ca..0000000 --- a/cachedir/joblib/run/estimator/24436eb7944e5f756192f4144586be52/metadata.json +++ /dev/null @@ -1 +0,0 @@ -{"duration": 18.44561195373535, "input_args": {"n_estimators": "75.86346086389126", "eta": "0.06372449073826002", "max_depth": "9.472648321000811", "subsample": "0.8945798865585665", "colsample_bytree": "0.9196463484970115"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/26eaea169055571f02d589ab35824eec/metadata.json b/cachedir/joblib/run/estimator/26eaea169055571f02d589ab35824eec/metadata.json deleted file mode 100644 index dd91b7f..0000000 --- a/cachedir/joblib/run/estimator/26eaea169055571f02d589ab35824eec/metadata.json +++ /dev/null @@ -1 +0,0 @@ -{"duration": 15.748680114746094, "input_args": {"n_estimators": "91.10980257621819", "eta": "0.1812911976270734", "max_depth": "10.851008286060418", "subsample": "0.9410392159460682", "colsample_bytree": "0.9881736755727641"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/2d3aa4b9a7a5e05fecd214f13f35c2f6/metadata.json b/cachedir/joblib/run/estimator/2d3aa4b9a7a5e05fecd214f13f35c2f6/metadata.json index a66fd5f..951f3a2 100644 --- a/cachedir/joblib/run/estimator/2d3aa4b9a7a5e05fecd214f13f35c2f6/metadata.json +++ b/cachedir/joblib/run/estimator/2d3aa4b9a7a5e05fecd214f13f35c2f6/metadata.json @@ -1 +1 @@ -{"duration": 2.4347519874572754, "input_args": {"n_estimators": "13.819321337554923", "eta": "0.07212312551297988", "max_depth": "7.175897174514871", "subsample": "0.8650660661526529", "colsample_bytree": "0.9843748470046234"}} \ No newline at end of file +{"duration": 0.2637169361114502, "input_args": {"n_estimators": "13.819321337554923", "eta": "0.07212312551297988", "max_depth": "7.175897174514871", "subsample": "0.8650660661526529", "colsample_bytree": "0.9843748470046234"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/2d3aa4b9a7a5e05fecd214f13f35c2f6/output.pkl b/cachedir/joblib/run/estimator/2d3aa4b9a7a5e05fecd214f13f35c2f6/output.pkl index 31ceb1476ec0b3f2e8dfee4b3efcb8dd7d219ea6..fe2e271f932332e4626537bea9d59dff34a3e259 100644 GIT binary patch delta 19 bcmXRZnUKaOtNir*g7#PTQ`)8kP0<4YS5XM_ delta 19 acmXRZnUKb3Q~5<+Htd!Cl(s2BQ}h5&t_TwV diff --git a/cachedir/joblib/run/estimator/501c8577828b16d7edbbaa0c4c50298a/metadata.json b/cachedir/joblib/run/estimator/501c8577828b16d7edbbaa0c4c50298a/metadata.json index ac08790..4abe328 100644 --- a/cachedir/joblib/run/estimator/501c8577828b16d7edbbaa0c4c50298a/metadata.json +++ b/cachedir/joblib/run/estimator/501c8577828b16d7edbbaa0c4c50298a/metadata.json @@ -1 +1 @@ -{"duration": 9.82509994506836, "input_args": {"n_estimators": "121.73840441842214", "eta": "0.28767857660247903", "max_depth": "10.39196365086843", "subsample": "0.8312037280884873", "colsample_bytree": "0.8749080237694725"}} \ No newline at end of file +{"duration": 1.1226909160614014, "input_args": {"n_estimators": "121.73840441842214", "eta": "0.28767857660247903", "max_depth": "10.39196365086843", "subsample": "0.8312037280884873", "colsample_bytree": "0.8749080237694725"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/501c8577828b16d7edbbaa0c4c50298a/output.pkl b/cachedir/joblib/run/estimator/501c8577828b16d7edbbaa0c4c50298a/output.pkl index e0b318799047e7f3a0a7b788da1b967b44bb6de4..1ee0ccd5ae1d66566cd4a77c8056bc0310d3876e 100644 GIT binary patch delta 19 acmXRZnUKc!K%gZ|&FQuMl(s2BQ}h5(90&^l delta 19 bcmXRZnUKae=iS*RzN%ODQ`)8kP0<4YUHS<* diff --git a/cachedir/joblib/run/estimator/53c192c9764e2921d7ee2543dca13d78/metadata.json b/cachedir/joblib/run/estimator/53c192c9764e2921d7ee2543dca13d78/metadata.json index b342f37..afdf495 100644 --- a/cachedir/joblib/run/estimator/53c192c9764e2921d7ee2543dca13d78/metadata.json +++ b/cachedir/joblib/run/estimator/53c192c9764e2921d7ee2543dca13d78/metadata.json @@ -1 +1 @@ -{"duration": 18.10935401916504, "input_args": {"n_estimators": "182.3174784053625", "eta": "0.17379422752781754", "max_depth": "6.20633112669131", "subsample": "0.8517559963200034", "colsample_bytree": "0.8244076469689559"}} \ No newline at end of file +{"duration": 2.356210947036743, "input_args": {"n_estimators": "182.3174784053625", "eta": "0.17379422752781754", "max_depth": "6.20633112669131", "subsample": "0.8517559963200034", "colsample_bytree": "0.8244076469689559"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/53c192c9764e2921d7ee2543dca13d78/output.pkl b/cachedir/joblib/run/estimator/53c192c9764e2921d7ee2543dca13d78/output.pkl index f46d76185309d92f3b09d082e8abc633e2ec4d4a..881c1e300631eb25a20ee9a215d11e70a5d0af7d 100644 GIT binary patch delta 19 acmXRZnUKcEHr?gE8nxY2)V%G_? diff --git a/cachedir/joblib/run/estimator/6090fba618ef6aae9c62af2152c10831/metadata.json b/cachedir/joblib/run/estimator/6090fba618ef6aae9c62af2152c10831/metadata.json index 452419e..1cace46 100644 --- a/cachedir/joblib/run/estimator/6090fba618ef6aae9c62af2152c10831/metadata.json +++ b/cachedir/joblib/run/estimator/6090fba618ef6aae9c62af2152c10831/metadata.json @@ -1 +1 @@ -{"duration": 17.332634925842285, "input_args": {"n_estimators": "114.44905352605177", "eta": "0.22831119680574874", "max_depth": "10.564710291701385", "subsample": "0.9541934359909122", "colsample_bytree": "0.8239188491876603"}} \ No newline at end of file +{"duration": 2.3413259983062744, "input_args": {"n_estimators": "114.44905352605177", "eta": "0.22831119680574874", "max_depth": "10.564710291701385", "subsample": "0.9541934359909122", "colsample_bytree": "0.8239188491876603"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/6090fba618ef6aae9c62af2152c10831/output.pkl b/cachedir/joblib/run/estimator/6090fba618ef6aae9c62af2152c10831/output.pkl index 2bbdaa99ff578155c9bda374d3a2f93aa5105832..0c2ecade05733ae1fcc7648f48c07a732c3b45c2 100644 GIT binary patch delta 19 bcmXRZnUKbJ$aBxbH1^l_Q`)8kP0<4YT4MjQWmf6r?gE8nxY2)V<8Ed delta 19 bcmXRZnUKckWw!pW(u!C1Q`)8kP0<4YR&5B* diff --git a/cachedir/joblib/run/estimator/8dbc0d7097e6aca21bb30a8dc860f045/metadata.json b/cachedir/joblib/run/estimator/8dbc0d7097e6aca21bb30a8dc860f045/metadata.json index 3fb32e2..4a18a2a 100644 --- a/cachedir/joblib/run/estimator/8dbc0d7097e6aca21bb30a8dc860f045/metadata.json +++ b/cachedir/joblib/run/estimator/8dbc0d7097e6aca21bb30a8dc860f045/metadata.json @@ -1 +1 @@ -{"duration": 16.08168911933899, "input_args": {"n_estimators": "74.56689870524991", "eta": "0.11783725794347398", "max_depth": "10.972425054911575", "subsample": "0.8561869019374762", "colsample_bytree": "0.8777354579378964"}} \ No newline at end of file +{"duration": 2.2322471141815186, "input_args": {"n_estimators": "74.56689870524991", "eta": "0.11783725794347398", "max_depth": "10.972425054911575", "subsample": "0.8561869019374762", "colsample_bytree": "0.8777354579378964"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/8dbc0d7097e6aca21bb30a8dc860f045/output.pkl b/cachedir/joblib/run/estimator/8dbc0d7097e6aca21bb30a8dc860f045/output.pkl index ae14e71dd996cb42c90edac8571a9d7e67144fd8..8ad7761f9b6fc17abcc29c0d59e824dc290c5c5c 100644 GIT binary patch delta 19 bcmXRZnUKc!REY1$*F&%Dr?gE8nxY2)Ts#R_ delta 19 bcmXRZnUKb}K;f3W_1ahVQ`)8kP0<4YQ=|xa diff --git a/cachedir/joblib/run/estimator/96ba12b58138896ed090735e777c34ba/metadata.json b/cachedir/joblib/run/estimator/96ba12b58138896ed090735e777c34ba/metadata.json index a1f7c52..e23ade1 100644 --- a/cachedir/joblib/run/estimator/96ba12b58138896ed090735e777c34ba/metadata.json +++ b/cachedir/joblib/run/estimator/96ba12b58138896ed090735e777c34ba/metadata.json @@ -1 +1 @@ -{"duration": 4.351968050003052, "input_args": {"n_estimators": "17.393878305774606", "eta": "0.20582453170688947", "max_depth": "7.985388149115895", "subsample": "0.8621964643431325", "colsample_bytree": "0.9726206851751187"}} \ No newline at end of file +{"duration": 0.447145938873291, "input_args": {"n_estimators": "17.393878305774606", "eta": "0.20582453170688947", "max_depth": "7.985388149115895", "subsample": "0.8621964643431325", "colsample_bytree": "0.9726206851751187"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/96ba12b58138896ed090735e777c34ba/output.pkl b/cachedir/joblib/run/estimator/96ba12b58138896ed090735e777c34ba/output.pkl index 82a89b220dd1b86ef447b163ee27d9ccfe7135ba..fdc81f6e9ba76871c33bbe1753d618024301c2c0 100644 GIT binary patch delta 19 bcmXRZnUKaO7QB1D?cZ1SQ`)8kP0<4YRi6me delta 19 acmXRZnUKa;e#9%*wdIxll(s2BQ}h5-mk5IZ diff --git a/cachedir/joblib/run/estimator/9814e674b9997336c137ce7a498b89d2/metadata.json b/cachedir/joblib/run/estimator/9814e674b9997336c137ce7a498b89d2/metadata.json new file mode 100644 index 0000000..b48fafa --- /dev/null +++ b/cachedir/joblib/run/estimator/9814e674b9997336c137ce7a498b89d2/metadata.json @@ -0,0 +1 @@ +{"duration": 8.4358651638031, "input_args": {"n_estimators": "189.22741347546307", "eta": "0.18638712930060214", "max_depth": "8.451877954263406", "subsample": "0.9977836095949623", "colsample_bytree": "0.8977236474707452"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/ef6bb9df399c46bfde63ecf0478c6582/output.pkl b/cachedir/joblib/run/estimator/9814e674b9997336c137ce7a498b89d2/output.pkl similarity index 55% rename from cachedir/joblib/run/estimator/ef6bb9df399c46bfde63ecf0478c6582/output.pkl rename to cachedir/joblib/run/estimator/9814e674b9997336c137ce7a498b89d2/output.pkl index 90702ea993dee612148515abef1afc9728334283..8a1b45c224d30133795646f4191f6d561092bcf0 100644 GIT binary patch delta 19 bcmXRZnUKb3(d)Tx5&LWVDQ#1Nrsx3xQ4R<` delta 19 acmXRZnUKaOW!jN0v*MNgl(s2BQ}h5!J_p(W diff --git a/cachedir/joblib/run/estimator/9d6d5c57facf6580e27ecc5ac3a9da74/metadata.json b/cachedir/joblib/run/estimator/9d6d5c57facf6580e27ecc5ac3a9da74/metadata.json index 9eaf5f3..75fdfcc 100644 --- a/cachedir/joblib/run/estimator/9d6d5c57facf6580e27ecc5ac3a9da74/metadata.json +++ b/cachedir/joblib/run/estimator/9d6d5c57facf6580e27ecc5ac3a9da74/metadata.json @@ -1 +1 @@ -{"duration": 17.240567922592163, "input_args": {"n_estimators": "179.4913333333915", "eta": "0.24378320584027863", "max_depth": "11.636993649385134", "subsample": "0.919579995762217", "colsample_bytree": "0.9939169255529117"}} \ No newline at end of file +{"duration": 2.5005016326904297, "input_args": {"n_estimators": "179.4913333333915", "eta": "0.24378320584027863", "max_depth": "11.636993649385134", "subsample": "0.919579995762217", "colsample_bytree": "0.9939169255529117"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/9d6d5c57facf6580e27ecc5ac3a9da74/output.pkl b/cachedir/joblib/run/estimator/9d6d5c57facf6580e27ecc5ac3a9da74/output.pkl index 38b09e52948f783298be8c082f2ca0ca2c95656c..7cc38a18feda4ee7639a70b6c544626bf36e7682 100644 GIT binary patch delta 19 bcmXRZnUKbJ+Rj&dn%-;sDQ#1Nrsx3xP>Tp2 delta 19 bcmXRZnUKaO#$0pieaS2PDQ#1Nrsx3xQkMvt diff --git a/cachedir/joblib/run/estimator/a0b1a379a10f9b720cb2a91b1b4f2fa1/metadata.json b/cachedir/joblib/run/estimator/a0b1a379a10f9b720cb2a91b1b4f2fa1/metadata.json new file mode 100644 index 0000000..fbc9f3e --- /dev/null +++ b/cachedir/joblib/run/estimator/a0b1a379a10f9b720cb2a91b1b4f2fa1/metadata.json @@ -0,0 +1 @@ +{"duration": 3.0930938720703125, "input_args": {"n_estimators": "89.69435178841537", "eta": "0.07551767978969", "max_depth": "11.392717959532579", "subsample": "0.8693834288925464", "colsample_bytree": "0.8955099076945017"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/26eaea169055571f02d589ab35824eec/output.pkl b/cachedir/joblib/run/estimator/a0b1a379a10f9b720cb2a91b1b4f2fa1/output.pkl similarity index 55% rename from cachedir/joblib/run/estimator/26eaea169055571f02d589ab35824eec/output.pkl rename to cachedir/joblib/run/estimator/a0b1a379a10f9b720cb2a91b1b4f2fa1/output.pkl index e65a7c5e57547827fc313677fd7c1631560bdeee..7464d25e5f666483ca91d013419b4325d1feb478 100644 GIT binary patch delta 19 bcmXRZnUKcEcIefGXNO+dPidPHG(`^pV>k)| delta 19 bcmXRZnUKcEBC^$gZ~iO$DQ#1Nrsx3xO}Ypm diff --git a/cachedir/joblib/run/estimator/b8a9b059b71e375385bcb3affc80aaae/metadata.json b/cachedir/joblib/run/estimator/b8a9b059b71e375385bcb3affc80aaae/metadata.json index 6ca1fb9..81014b9 100644 --- a/cachedir/joblib/run/estimator/b8a9b059b71e375385bcb3affc80aaae/metadata.json +++ b/cachedir/joblib/run/estimator/b8a9b059b71e375385bcb3affc80aaae/metadata.json @@ -1 +1 @@ -{"duration": 18.743260145187378, "input_args": {"n_estimators": "138.4254401698706", "eta": "0.1261534422933427", "max_depth": "6.586032684038303", "subsample": "0.8880304987479203", "colsample_bytree": "0.9616794696232922"}} \ No newline at end of file +{"duration": 2.0926430225372314, "input_args": {"n_estimators": "138.4254401698706", "eta": "0.1261534422933427", "max_depth": "6.586032684038303", "subsample": "0.8880304987479203", "colsample_bytree": "0.9616794696232922"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/b8a9b059b71e375385bcb3affc80aaae/output.pkl b/cachedir/joblib/run/estimator/b8a9b059b71e375385bcb3affc80aaae/output.pkl index 38b09e52948f783298be8c082f2ca0ca2c95656c..b5ed69ef80a0814b946ae1b7ffeb3d8f0b743562 100644 GIT binary patch delta 19 bcmXRZnUKcUJIy1f^6xAADQ#1Nrsx3xT1yEf delta 19 bcmXRZnUKaO#$0pieaS2PDQ#1Nrsx3xQkMvt diff --git a/cachedir/joblib/run/estimator/bd6da16bc4f265fe52537fa5b2e84845/metadata.json b/cachedir/joblib/run/estimator/bd6da16bc4f265fe52537fa5b2e84845/metadata.json index 8c0490f..05183a2 100644 --- a/cachedir/joblib/run/estimator/bd6da16bc4f265fe52537fa5b2e84845/metadata.json +++ b/cachedir/joblib/run/estimator/bd6da16bc4f265fe52537fa5b2e84845/metadata.json @@ -1 +1 @@ -{"duration": 20.84002995491028, "input_args": {"n_estimators": "120.52084092809828", "eta": "0.09991844553958994", "max_depth": "9.08540663048167", "subsample": "0.8092900825439996", "colsample_bytree": "0.9570351922786027"}} \ No newline at end of file +{"duration": 2.1937928199768066, "input_args": {"n_estimators": "120.52084092809828", "eta": "0.09991844553958994", "max_depth": "9.08540663048167", "subsample": "0.8092900825439996", "colsample_bytree": "0.9570351922786027"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/bd6da16bc4f265fe52537fa5b2e84845/output.pkl b/cachedir/joblib/run/estimator/bd6da16bc4f265fe52537fa5b2e84845/output.pkl index 42f0bd489315e1613f6972f35840296182d5fc2b..c6574417e15dd1d42ef2afa476c55119f748d53a 100644 GIT binary patch delta 19 bcmXRZnUKa;c0|ze<;z$0Q`)8kP0<4YTAm3u delta 19 bcmXRZnUKc!vgAS5*%`0wr?gE8nxY2)WL^p6 diff --git a/cachedir/joblib/run/estimator/c5ae132fa788a41769fd65f6ea6fc878/metadata.json b/cachedir/joblib/run/estimator/c5ae132fa788a41769fd65f6ea6fc878/metadata.json index b5d8c08..935e7c3 100644 --- a/cachedir/joblib/run/estimator/c5ae132fa788a41769fd65f6ea6fc878/metadata.json +++ b/cachedir/joblib/run/estimator/c5ae132fa788a41769fd65f6ea6fc878/metadata.json @@ -1 +1 @@ -{"duration": 21.34256410598755, "input_args": {"n_estimators": "164.01497854869265", "eta": "0.0996789203835431", "max_depth": "6.033132702741614", "subsample": "0.9413714687695234", "colsample_bytree": "0.9544489538593315"}} \ No newline at end of file +{"duration": 3.594921827316284, "input_args": {"n_estimators": "164.01497854869265", "eta": "0.0996789203835431", "max_depth": "6.033132702741614", "subsample": "0.9413714687695234", "colsample_bytree": "0.9544489538593315"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/c5ae132fa788a41769fd65f6ea6fc878/output.pkl b/cachedir/joblib/run/estimator/c5ae132fa788a41769fd65f6ea6fc878/output.pkl index 47dcdc4a0abd050ea383bb7202ffd50b261e141e..3ec0783ba22070a4cff36973fc3de8bdfa9e3f7b 100644 GIT binary patch delta 19 bcmXRZnUKc!^v8^M;q0&Nr?gE8nxY2)V|fXh delta 19 bcmXRZnUKcEqjMv2Q`Rf{DQ#1Nrsx3xP}vAw diff --git a/cachedir/joblib/run/estimator/c78d75f852ea2ac732cd2c4d8cf5e3e3/metadata.json b/cachedir/joblib/run/estimator/c78d75f852ea2ac732cd2c4d8cf5e3e3/metadata.json index a1e991c..3632873 100644 --- a/cachedir/joblib/run/estimator/c78d75f852ea2ac732cd2c4d8cf5e3e3/metadata.json +++ b/cachedir/joblib/run/estimator/c78d75f852ea2ac732cd2c4d8cf5e3e3/metadata.json @@ -1 +1 @@ -{"duration": 19.493457794189453, "input_args": {"n_estimators": "178.00648480238368", "eta": "0.232401544584516", "max_depth": "9.825344828131279", "subsample": "0.8944429850323898", "colsample_bytree": "0.8650366644053494"}} \ No newline at end of file +{"duration": 3.4963488578796387, "input_args": {"n_estimators": "178.00648480238368", "eta": "0.232401544584516", "max_depth": "9.825344828131279", "subsample": "0.8944429850323898", "colsample_bytree": "0.8650366644053494"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/c78d75f852ea2ac732cd2c4d8cf5e3e3/output.pkl b/cachedir/joblib/run/estimator/c78d75f852ea2ac732cd2c4d8cf5e3e3/output.pkl index 6f7b8cd18eb032ac66779b76b374993bc21e6670..c6574417e15dd1d42ef2afa476c55119f748d53a 100644 GIT binary patch delta 19 bcmXRZnUKa;c0|ze<;z$0Q`)8kP0<4YTAm3u delta 19 acmXRZnUKckJW*UrDDaj2l(s2BQ}h5v$_G#Y diff --git a/cachedir/joblib/run/estimator/d7a4fed50ef206c00c730c9b2e013bcb/metadata.json b/cachedir/joblib/run/estimator/d7a4fed50ef206c00c730c9b2e013bcb/metadata.json index e2694a3..820d210 100644 --- a/cachedir/joblib/run/estimator/d7a4fed50ef206c00c730c9b2e013bcb/metadata.json +++ b/cachedir/joblib/run/estimator/d7a4fed50ef206c00c730c9b2e013bcb/metadata.json @@ -1 +1 @@ -{"duration": 16.748509883880615, "input_args": {"n_estimators": "111.60850447193953", "eta": "0.12792776902235276", "max_depth": "9.120408127066865", "subsample": "0.8369708911051055", "colsample_bytree": "0.9325044568707964"}} \ No newline at end of file +{"duration": 3.7734007835388184, "input_args": {"n_estimators": "111.60850447193953", "eta": "0.12792776902235276", "max_depth": "9.120408127066865", "subsample": "0.8369708911051055", "colsample_bytree": "0.9325044568707964"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/d7a4fed50ef206c00c730c9b2e013bcb/output.pkl b/cachedir/joblib/run/estimator/d7a4fed50ef206c00c730c9b2e013bcb/output.pkl index 2980fa55d8d3185f7bc39fe6b72d779f1b5d0c72..b05e5c6bc35afa530187b380cbdf599077c90b07 100644 GIT binary patch delta 19 acmXRZnUKb}HAjqrP5QO{l(s2BQ}h5v^#?Hk delta 19 bcmXRZnUKcUIQ!k%roLD9Q`)8kP0<4YVoC|W diff --git a/cachedir/joblib/run/estimator/e5b137b59fcad7738516be11e783d76d/metadata.json b/cachedir/joblib/run/estimator/e5b137b59fcad7738516be11e783d76d/metadata.json index 9718af1..467918c 100644 --- a/cachedir/joblib/run/estimator/e5b137b59fcad7738516be11e783d76d/metadata.json +++ b/cachedir/joblib/run/estimator/e5b137b59fcad7738516be11e783d76d/metadata.json @@ -1 +1 @@ -{"duration": 24.637609004974365, "input_args": {"n_estimators": "190.03267976439997", "eta": "0.09263103092182289", "max_depth": "6.390309557911677", "subsample": "0.9931264066149119", "colsample_bytree": "0.9215089703802877"}} \ No newline at end of file +{"duration": 2.851027011871338, "input_args": {"n_estimators": "190.03267976439997", "eta": "0.09263103092182289", "max_depth": "6.390309557911677", "subsample": "0.9931264066149119", "colsample_bytree": "0.9215089703802877"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/e5b137b59fcad7738516be11e783d76d/output.pkl b/cachedir/joblib/run/estimator/e5b137b59fcad7738516be11e783d76d/output.pkl index 568f4f2270bb9a9fddb41fddb333574e6b4abb8c..989f37c4ce964a8d4d45371eb649186dfd3c67f1 100644 GIT binary patch delta 19 bcmXRZnUKb3Rea?Ji_dHODQ#1Nrsx3xRBH%= delta 19 bcmXRZnUKa8_vG8Xxi+utr?gE8nxY2)V_XTx diff --git a/cachedir/joblib/run/estimator/e907a73e538f95a05e43901c7239d26f/metadata.json b/cachedir/joblib/run/estimator/e907a73e538f95a05e43901c7239d26f/metadata.json index 2ecb608..d41e440 100644 --- a/cachedir/joblib/run/estimator/e907a73e538f95a05e43901c7239d26f/metadata.json +++ b/cachedir/joblib/run/estimator/e907a73e538f95a05e43901c7239d26f/metadata.json @@ -1 +1 @@ -{"duration": 13.197858095169067, "input_args": {"n_estimators": "76.44055944226989", "eta": "0.08487346516301046", "max_depth": "7.752867891211309", "subsample": "0.8912139968434072", "colsample_bytree": "0.9223705789444759"}} \ No newline at end of file +{"duration": 1.353074073791504, "input_args": {"n_estimators": "76.44055944226989", "eta": "0.08487346516301046", "max_depth": "7.752867891211309", "subsample": "0.8912139968434072", "colsample_bytree": "0.9223705789444759"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/e907a73e538f95a05e43901c7239d26f/output.pkl b/cachedir/joblib/run/estimator/e907a73e538f95a05e43901c7239d26f/output.pkl index 7bf89b38359a7b61a21684cfdafea23be90ec022..a6c61ffba357620434f3db4a96f5a12570dc8edb 100644 GIT binary patch delta 19 bcmXRZnUKb}!)n{1nJTaCr?gE8nxY2)T6zfp delta 19 acmXRZnUKa8%p07Su<4ckl(s2BQ}h5$CkP7w diff --git a/cachedir/joblib/run/estimator/ecc4f427737ec1d8fd0403c51e99091c/metadata.json b/cachedir/joblib/run/estimator/ecc4f427737ec1d8fd0403c51e99091c/metadata.json index 24a38c1..2d9b677 100644 --- a/cachedir/joblib/run/estimator/ecc4f427737ec1d8fd0403c51e99091c/metadata.json +++ b/cachedir/joblib/run/estimator/ecc4f427737ec1d8fd0403c51e99091c/metadata.json @@ -1 +1 @@ -{"duration": 3.0423359870910645, "input_args": {"n_estimators": "9.956729715098561", "eta": "0.18068320734549853", "max_depth": "8.565246110151298", "subsample": "0.821578285398661", "colsample_bytree": "0.8987591192728782"}} \ No newline at end of file +{"duration": 1.3453011512756348, "input_args": {"n_estimators": "9.956729715098561", "eta": "0.18068320734549853", "max_depth": "8.565246110151298", "subsample": "0.821578285398661", "colsample_bytree": "0.8987591192728782"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/ecc4f427737ec1d8fd0403c51e99091c/output.pkl b/cachedir/joblib/run/estimator/ecc4f427737ec1d8fd0403c51e99091c/output.pkl index 9aaa3bfb83d47db0d8915b6fe439f84e61268365..f053276cce4856c1a4f551199e71c4cdd6b376d4 100644 GIT binary patch delta 19 bcmXRZnUKc!=(6F}?yOh#Q`)8kP0<4YVFC$= delta 19 bcmXRZnUKc!FHg2+&5T#}Q`)8kP0<4YTaF1K diff --git a/cachedir/joblib/run/estimator/eefbc848db1507e48416e389ebd02837/metadata.json b/cachedir/joblib/run/estimator/eefbc848db1507e48416e389ebd02837/metadata.json new file mode 100644 index 0000000..9908cca --- /dev/null +++ b/cachedir/joblib/run/estimator/eefbc848db1507e48416e389ebd02837/metadata.json @@ -0,0 +1 @@ +{"duration": 5.720117807388306, "input_args": {"n_estimators": "188.7569839959147", "eta": "0.2593099998788648", "max_depth": "6.400782463573032", "subsample": "0.9972633684544026", "colsample_bytree": "0.8702434039276976"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/eefbc848db1507e48416e389ebd02837/output.pkl b/cachedir/joblib/run/estimator/eefbc848db1507e48416e389ebd02837/output.pkl new file mode 100644 index 0000000000000000000000000000000000000000..4baf388a51891fca4da39b7d5c868fc57209e498 GIT binary patch literal 116 zcmZo*nVQJ}0X?F5rMU%_ddc}ksd~AkIVG8iMMa5~Q+n8nlM{0ii>6GT(!&Z?0;E$) zDhpCUB1~x(Q#w1^rvy#W@Mi8|w3*`P=jZhw2*89lL&=mRXO2xRj2Tx#U)xV<1FF*l E0Q9Laq5uE@ literal 0 HcmV?d00001 diff --git a/cachedir/joblib/run/estimator/ef6bb9df399c46bfde63ecf0478c6582/metadata.json b/cachedir/joblib/run/estimator/ef6bb9df399c46bfde63ecf0478c6582/metadata.json deleted file mode 100644 index bd7f316..0000000 --- a/cachedir/joblib/run/estimator/ef6bb9df399c46bfde63ecf0478c6582/metadata.json +++ /dev/null @@ -1 +0,0 @@ -{"duration": 17.00960898399353, "input_args": {"n_estimators": "73.50613754427229", "eta": "0.05", "max_depth": "9.336611726304309", "subsample": "1.0", "colsample_bytree": "0.8894830486960281"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/f1d92e5f2a3bd05ecb2416c00ab93942/metadata.json b/cachedir/joblib/run/estimator/f1d92e5f2a3bd05ecb2416c00ab93942/metadata.json index cf386ec..cf466d9 100644 --- a/cachedir/joblib/run/estimator/f1d92e5f2a3bd05ecb2416c00ab93942/metadata.json +++ b/cachedir/joblib/run/estimator/f1d92e5f2a3bd05ecb2416c00ab93942/metadata.json @@ -1 +1 @@ -{"duration": 5.744019031524658, "input_args": {"n_estimators": "19.53737551755531", "eta": "0.08523105624369066", "max_depth": "10.813181884524237", "subsample": "0.9973773873201035", "colsample_bytree": "0.9085392166316497"}} \ No newline at end of file +{"duration": 0.5371649265289307, "input_args": {"n_estimators": "19.53737551755531", "eta": "0.08523105624369066", "max_depth": "10.813181884524237", "subsample": "0.9973773873201035", "colsample_bytree": "0.9085392166316497"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/f1d92e5f2a3bd05ecb2416c00ab93942/output.pkl b/cachedir/joblib/run/estimator/f1d92e5f2a3bd05ecb2416c00ab93942/output.pkl index c69c0dc683db6e0b69e275c7310cdf6724f976b0..799bcd5a57d39f4d1a1ff74f91dd92fe8db6f586 100644 GIT binary patch delta 19 bcmXRZnUKa;w0&y->-JanQ`)8kP0<4YU+D># delta 19 bcmXRZnUKb}>}cU<@0M5gQ`)8kP0<4YU$_Z& diff --git a/cachedir/joblib/run/estimator/f4424e7e031a773cea1548224ffc9bc5/metadata.json b/cachedir/joblib/run/estimator/f4424e7e031a773cea1548224ffc9bc5/metadata.json deleted file mode 100644 index 8d59875..0000000 --- a/cachedir/joblib/run/estimator/f4424e7e031a773cea1548224ffc9bc5/metadata.json +++ /dev/null @@ -1 +0,0 @@ -{"duration": 12.92500615119934, "input_args": {"n_estimators": "78.05929830372413", "eta": "0.26819361491123006", "max_depth": "8.416776430272158", "subsample": "0.9282741702875538", "colsample_bytree": "0.8650884194092069"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/f4424e7e031a773cea1548224ffc9bc5/output.pkl b/cachedir/joblib/run/estimator/f4424e7e031a773cea1548224ffc9bc5/output.pkl deleted file mode 100644 index 716aa75f734b1f0e397800cfc6623c9ea324fce5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 116 zcmZo*nVQJ}0X?F5rMU%_ddc}ksd~AkIVG8iMMa5~Q+n8nlM{0ii>6GT(!&Z?0;E$) zDhpCUB1~x(Q#w1^rvy#W@Mi8|w3*`P=jZhw2*89lL&=mRXAaYjbeR>CU)fJ-1FF*l E0Pp!QQ~&?~ diff --git a/cachedir/joblib/run/estimator/f636511a768ea642182097d47d727cb3/metadata.json b/cachedir/joblib/run/estimator/f636511a768ea642182097d47d727cb3/metadata.json index 4e95086..5e0afee 100644 --- a/cachedir/joblib/run/estimator/f636511a768ea642182097d47d727cb3/metadata.json +++ b/cachedir/joblib/run/estimator/f636511a768ea642182097d47d727cb3/metadata.json @@ -1 +1 @@ -{"duration": 14.425058126449585, "input_args": {"n_estimators": "122.21742728992572", "eta": "0.06452090304204987", "max_depth": "11.197056874649611", "subsample": "0.941614515559209", "colsample_bytree": "0.8311989040672406"}} \ No newline at end of file +{"duration": 4.091923952102661, "input_args": {"n_estimators": "122.21742728992572", "eta": "0.06452090304204987", "max_depth": "11.197056874649611", "subsample": "0.941614515559209", "colsample_bytree": "0.8311989040672406"}} \ No newline at end of file diff --git a/cachedir/joblib/run/estimator/f636511a768ea642182097d47d727cb3/output.pkl b/cachedir/joblib/run/estimator/f636511a768ea642182097d47d727cb3/output.pkl index c69c0dc683db6e0b69e275c7310cdf6724f976b0..b43915573aab9bb22fd52e8df5df49aeb58e3b5b 100644 GIT binary patch delta 19 acmXRZnUKb3r`c(IO6s-!l(s2BQ}h5#KnLIe delta 19 bcmXRZnUKb}>}cU<@0M5gQ`)8kP0<4YU$_Z& diff --git a/cachedir/joblib/run/estimator/func_code.py b/cachedir/joblib/run/estimator/func_code.py index 600fc8c..78615db 100644 --- a/cachedir/joblib/run/estimator/func_code.py +++ b/cachedir/joblib/run/estimator/func_code.py @@ -1,8 +1,8 @@ -# first line: 541 +# first line: 586 @memory.cache def estimator(n_estimators, eta, max_depth, subsample, colsample_bytree): # initialize model - print('loopingVehicle') + print('loopingNew') n_estimators = int(n_estimators) max_depth = int(max_depth) model = XGBClassifier(n_estimators=n_estimators, eta=eta, max_depth=max_depth, subsample=subsample, colsample_bytree=colsample_bytree, n_jobs=-1, random_state=RANDOM_SEED, silent=True, verbosity = 0, use_label_encoder=False) diff --git a/cachedir/joblib/run/estimatorFeatureSelection/5325ae9ab4d892e28c2fd6154fcfbcb9/output.pkl b/cachedir/joblib/run/estimatorFeatureSelection/5325ae9ab4d892e28c2fd6154fcfbcb9/output.pkl new file mode 100644 index 0000000000000000000000000000000000000000..43a94907a60ce23b229cb55fc8f118c6e4afcb3f GIT binary patch literal 4051 zcmZ{nLC#$@4227H&K}-~L3NcliJiO!uz^lGVN`Vtf?-vud!UHDumVPGh7ItYU%$jYwvV0k^XotU{{Gec^V63f-u?CZ)vJ%Ux4(RN|J&{U@s@7)+mHG7=9VQG zf=MU{MM6cW5*k92;0P`u5JEyn=n@9PkdPA+i^OSsTF)}iBCQ;-NR$f}iE_dsQEpfy z$`Ol1xnhwhXDo;&Z!8k!jYZ-NW_mMuW06+gSR~3Di$r;2ktlC066K9WqP(#n7I|Zl zC~qth<&8z+Oy2ZX9ed&1u2Ksknctzmg^iU>G0ypL)}*pbY< zM=pUc_;DX`j9R=6kPlSA22nR3)^o~+3fwJ@+`1(jwM#`>(~(LF>5OQ_oZRg2mRqFC zA9SQS4z|RIX5bc)>Jc@ku;#9`k#o{!qvbpzb)5n^j*m3T;NK$aB3Q@x7%|cq9a|!r zB~DsN*1LlW*4@Y9DOw_!kVYx52PgRJDHEXhm*eo9RJ~a!L9gi;0E<#M$}XTA&T0Y#(23WID0e;k@^b*N^G_o$5l9-gpRvU$LVry6OY6pDfm`DqIQg0dXumu&! zJD6H8L^F>Gxs!xpq}f#maT%0#q?SvrcoU_eAqTwXuB?dJ(SQV(U`N$4v85S_!@A}0X^@oT zGm%SRo0^D}a~xsf6E{lap*|J6`Kgwc=vT!katjYbASFfzX_^R2D(df0;>B#m4TGcc z1Dc7@dXNcBgHXg~kJSPSl7VJH?M#3M|HbqLb#$62H_aBYT9FR7R^b&Ikwf6cWq#6N zBD*?0k-{OkoV&^)CJWa@0Wr}`q*zJ@-3BZWkuifX0WzF|j?G=07eKKR#7c(fyEac; zHIdJRVfDzWHNvWK*Ic8p`e~(b5tQR1=D%MP6U@-2mCDoxo3o_8bArQoJYWWgd_s}n4PhqjOszDe-ym9IszY3%^wvH{OtYE2W7IDDSgm1&ugq3v4)`rLr)^NLqgei+HrnenW0iqNNC zpI6}G^!Y0zezeB8(6%iCeQv<@xdV1aDXf~Ou7E}Khw&#t#P(B-F%9L%C&d5fyX!=D zHLtGL&gN$@%v3JP;0i$f42rR;Ykmxs^ckF2MvtcUmH5sbUO;A7;$MtBW4)-Kq4F5& zxiTONE}tPg7l|_zhHO7Wz8KlMSN;Fg zb!#`0?}Hb|oB+Bo&a`D}t@}^mZhgmgN^Uj8rmgXK~CFq)o<~_jrhR!_FP`~)pB|>};bJ{; zf_>|0Bg^YaGo|TcN)I3F=`wZG$CMsHXt1v+Ufw9O_lRRXN`zoNMoiKpj`a$Wy_eUA fq=yep<`wUHZp?S^BaZdX(9=ql(mq}qACCV3OK3IU literal 0 HcmV?d00001 diff --git a/cachedir/joblib/run/estimatorFeatureSelection/b9f18063a956e60963835da31891e04a/metadata.json b/cachedir/joblib/run/estimatorFeatureSelection/b9f18063a956e60963835da31891e04a/metadata.json new file mode 100644 index 0000000..1d98437 --- /dev/null +++ b/cachedir/joblib/run/estimatorFeatureSelection/b9f18063a956e60963835da31891e04a/metadata.json @@ -0,0 +1 @@ +{"duration": 48.241634130477905, "input_args": {"Data": " F1 F2 F3 F4 F5 F6 F7 F8 F9 F10 F11 F12 F13 F14 ... F28 F29 F30 F31 F32 F33 F34 F35 F36 F37 F38 F39 F40 F41\n0 1.185 9.085 0 0 2.263 3 0 3.642 0.000 0 1 9.902 46.7 1 ... 0 2 0 0.000 1 0 0 0.014 0 4.054 0 0 0 0\n1 0.000 8.179 2 0 2.194 0 6 3.526 0.000 6 0 10.054 35.1 0 ... 0 0 0 0.000 2 0 0 0.000 0 3.489 0 4 0 0\n2 0.762 8.297 0 3 2.424 0 0 3.339 21.884 0 0 10.226 42.1 0 ... 0 0 8 -0.686 3 0 0 0.004 0 3.693 0 0 0 0\n3 1.747 9.673 0 2 2.690 23 0 4.645 9.855 0 1 12.353 31.6 0 ... 0 0 2 -4.617 0 0 11 0.000 0 3.993 0 0 0 1\n4 1.824 9.825 0 2 2.700 27 0 4.795 9.894 0 1 12.519 31.8 0 ... 0 0 2 -4.724 0 0 13 0.000 0 4.005 0 0 0 1\n.. ... ... .. .. ... .. .. ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...\n832 1.125 7.878 0 1 2.136 0 0 2.990 0.000 0 0 9.311 43.8 0 ... 0 1 2 0.000 1 0 0 0.045 0 3.573 0 0 0 0\n833 1.187 8.046 1 1 2.222 0 2 3.105 0.000 2 0 9.668 38.9 0 ... 0 2 2 0.000 1 0 0 -0.025 0 3.666 0 2 0 0\n834 0.625 8.901 0 2 2.499 0 0 3.745 24.203 0 0 10.681 58.3 0 ... 0 0 8 -0.128 6 0 0 0.000 0 3.942 0 0 0 0\n835 3.866 8.778 0 6 2.361 0 0 4.201 11.747 0 1 10.735 32.4 0 ... 0 0 9 -0.347 1 0 0 0.000 0 3.497 0 0 0 0\n836 3.706 8.680 0 6 2.361 0 0 4.127 11.724 0 1 10.694 31.4 0 ... 0 0 9 -0.338 1 0 0 0.000 0 3.497 0 0 0 0\n\n[837 rows x 41 columns]", "clf": "XGBClassifier(base_score=0.5, booster='gbtree', colsample_bylevel=1,\n colsample_bynode=1, colsample_bytree=0.8702434039276976,\n eta=0.2593099998788648, gamma=0, gpu_id=-1,\n importance_type='gain', interaction_constraints='',\n learning_rate=0.259310007, max_delta_step=0, max_depth=6,\n min_child_weight=1, missing=nan, monotone_constraints='()',\n n_estimators=188, n_jobs=12, num_parallel_tree=1,\n probability=True, random_state=42, reg_alpha=0, reg_lambda=1,\n scale_pos_weight=1, silent=True, subsample=0.9972633684544026,\n tree_method='exact', use_label_encoder=False,\n validate_parameters=1, verbosity=0)"}} \ No newline at end of file diff --git a/frontend/src/components/Main.vue b/frontend/src/components/Main.vue index 096a8f3..c8888eb 100755 --- a/frontend/src/components/Main.vue +++ b/frontend/src/components/Main.vue @@ -477,7 +477,7 @@ export default Vue.extend({ EventBus.$emit('SlidersCall') this.keySlider = false } - //EventBus.$emit('ConfirmDataSet') // REMOVE THAT! + EventBus.$emit('ConfirmDataSet') // REMOVE THAT! } else { EventBus.$emit('dataSpace', this.correlResul) EventBus.$emit('quad', this.correlResul) diff --git a/run.py b/run.py index d30e3bf..b53c9b2 100644 --- a/run.py +++ b/run.py @@ -312,14 +312,6 @@ def retrieveFileName(): DataResultsRaw.append(item) DataRawLength = len(DataResultsRaw) - DataResultsRawTest = [] - if (StanceTest): - for index, item in enumerate(CollectionDBTest): - item['_id'] = str(item['_id']) - item['InstanceID'] = index - DataResultsRawTest.append(item) - DataRawLengthTest = len(DataResultsRawTest) - DataResultsRawTest = [] DataResultsRawExternal = [] if (StanceTest): @@ -554,6 +546,8 @@ def dataSetSelection(): OrignList = keepOriginalFeatures.columns.values.tolist() XData.columns = ['F'+str(idx+1) for idx, col in enumerate(XData.columns)] + XDataTest.columns = ['F'+str(idx+1) for idx, col in enumerate(XDataTest.columns)] + XDataExternal.columns = ['F'+str(idx+1) for idx, col in enumerate(XDataExternal.columns)] global XDataStored, yDataStored XDataStored = XData.copy() @@ -586,7 +580,7 @@ def create_global_function(): @memory.cache def estimator(n_estimators, eta, max_depth, subsample, colsample_bytree): # initialize model - print('loopingVehicle') + print('loopingNew') n_estimators = int(n_estimators) max_depth = int(max_depth) model = XGBClassifier(n_estimators=n_estimators, eta=eta, max_depth=max_depth, subsample=subsample, colsample_bytree=colsample_bytree, n_jobs=-1, random_state=RANDOM_SEED, silent=True, verbosity = 0, use_label_encoder=False) @@ -793,7 +787,7 @@ def executeModel(exeCall, flagEx, nodeTransfName): num_cores = multiprocessing.cpu_count() inputsSc = ['accuracy','precision_weighted','recall_weighted'] - print(XData) + #print(XData) flat_results = Parallel(n_jobs=num_cores)(delayed(solve)(estimator,XData,yData,crossValidation,item,index) for index, item in enumerate(inputsSc)) scoresAct = [item for sublist in flat_results for item in sublist] @@ -831,19 +825,18 @@ def executeModel(exeCall, flagEx, nodeTransfName): else: scores.append(0) + #print(scores) + global StanceTest if (StanceTest): - sclf.fit(XData, yData) - y_pred = sclf.predict(XDataTest) + y_pred = estimator.predict(XDataTest) print('Test data set') print(classification_report(yDataTest, y_pred)) - y_pred = sclf.predict(XDataExternal) + y_pred = estimator.predict(XDataExternal) print('External data set') print(classification_report(yDataExternal, y_pred)) - print(scores) - return 'Everything Okay' @app.route('/data/RequestBestFeatures', methods=["GET", "POST"]) @@ -2044,7 +2037,7 @@ def CompareFunPy(): columnsKeep.append(columnsKeepID[2]+'/'+columnsKeepID[1]+'/'+columnsKeepID[0]) else: pass - print(XDataGen) + #print(XDataGen) XDataGen = XDataGen.replace([np.inf, -np.inf], np.nan) XDataGen = XDataGen.fillna(0) featureCompareData = estimatorFeatureSelection(XDataGen, estimator)