From d643f47bf8e792ce56cf2462d87bd17631583508 Mon Sep 17 00:00:00 2001 From: bdhtc Date: Thu, 16 Apr 2026 02:46:22 +0000 Subject: [PATCH] =?UTF-8?q?=E6=96=B0=E5=A2=9E=E6=96=87=E4=BB=B6?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- 01_分类报告.txt | 17 +++++++++++++++++ 02_混淆矩阵.png | Bin 0 -> 67088 bytes 03_特征重要性.png | Bin 0 -> 50114 bytes 04_特征重要性.csv | 9 +++++++++ 05_预测结果.txt | 8 ++++++++ 5 files changed, 34 insertions(+) create mode 100644 01_分类报告.txt create mode 100644 02_混淆矩阵.png create mode 100644 03_特征重要性.png create mode 100644 04_特征重要性.csv create mode 100644 05_预测结果.txt diff --git a/01_分类报告.txt b/01_分类报告.txt new file mode 100644 index 0000000..9e22302 --- /dev/null +++ b/01_分类报告.txt @@ -0,0 +1,17 @@ +随机森林 - 分类报告 +================================================== +准确率: 0.2000 + + precision recall f1-score support + + 中度 0.17 0.17 0.17 6 + 极重度 0.33 0.33 0.33 9 + 轻度 0.17 0.20 0.18 10 + 轻微 0.17 0.14 0.15 7 + 重度 0.14 0.12 0.13 8 + + accuracy 0.20 40 + macro avg 0.20 0.19 0.19 40 +weighted avg 0.20 0.20 0.20 40 + +决策树准确率: 0.1500 \ No newline at end of file diff --git a/02_混淆矩阵.png b/02_混淆矩阵.png new file mode 100644 index 0000000000000000000000000000000000000000..54215b533c82db3362b64b0edb92c67c3def2974 GIT binary patch literal 67088 zcmce;cUYCz*DZ=MYBWY;7X>U7MNy(9Ti!J?wKUS#JZgQ%+(O^f zgySsRxwGe4j_O%j-nHOkWi|ehbQQ59?P}eM9W1b!tVaDUQO1m6XxcYN6_i($97} zJWtt*e#6KA`|GZT>I>Tc`~`n%>sV(0@?U?yaO%qtS&Dyu#axI!{hzO?s3Ly}P5ke_ z`E2|D=?CdfCMPGmdwJb7GKx>VRJ!~4@#DJ%oxitoUAc1Q&UH@FYcg}clgsj%@yXFW z+dD>e?;&nN`?l-OBR5lZD$}$}DSJbCG(Z1lXJ@Bh8O$}bSLvUtUNp=$Ha3#sLV^v( zw7lk*O-xMezdbrYQOmef9w643XFn6mXEPQb%5M|JSM*Rd^X^~Of^#q4n{*i1jJBp5 z9ul-q^P=IU=p7ahJS*>e{7QYgp+e#3&*$T(#&X6_DI}`4rs_%ue-2gVw;7Y08E%*v ziVly`&xyO4P#Yr~E#uhv_>aSK(NeUP;lf=}%Rjz-GN_C4RI@Yq{P}Z9SC&wn0Pev+jaTCFh%xG@9D8EJA5Xbf);6R!Dp+>U%u)WgD z<-hi)rzy`MRMp?Ma~~8bl+Fk<1Os0F(D>1P!%elYis6OT+&guGmAgV z!FnGZU1CeB?rA>0)|OXPwijxKwh4SaPEX&EYiAK6f>oSe97!7KE%ggNcl+W4w@TK6 z<=0jtjc;s!RkyTE!;a8Yano`c_@9!G_5T`i<>~&p8G$-+2?>c5-Abm6v5FuLE|*ou zh8S59T7K*LzVblELaTOVmVmv&tIJc;IffNsf-2$xEI0n%{73z(OIy^kElcf3N0JH} zMUFT{mOVR-byHp(j!Uv!UA7yU@bUR`W~@Vnme2Bfn1CJUtq)XL+1Y%KXV;deykEb5 zJ^kg_no|cRLR@=duz*!wiwwH&(5l~_TPw=W9Bky{&Kr}VQIWz+Ppujh_3o>j|^lnUh=s^sZPW8S%aJ2tgxx1dd9yi#kHMRaano^e^=8I>scxSNc@ zxjU)ZFDIyENKLcZO==siyb%vPb?)4C#%umQfq{YP0%wFu!uf5aa%{%muO@bXAJ(#*=q_9;+j#NPB`(Xs>j_G!SDl@m zw>B=#G-=FW;|!+yE8QB!MK51|h<%ZDRL{jKY}&GgU*PJP6#nx{oBgy?co45{dckY) zf_B@zE&d^?8>xIUo0}C^uzM8kl^?XilgYO~Jw7C0`|f7E;;WgFrt-oVlQoklFFB@gL1T$1cegI6LLd zG^!|PTgI%eE}0r0=W(3Bn>Sf@dU17Wd}d{?%kb-m`{V+{Y`eD#E)GU4_J^46J#;A6 zq$7LiDQo`q)#U|Rb^7DSFK*dEbN$h_ef~HEzxL!hExk`v&3fHk`1G`Nn1Gv5v_q2B zw|_Q;3OOmSuC6wweE4u7l-J_ww{PF92i7Kvk5K&Msf$ZzN>7BJWMPpw;xz4>K8hbU zXibaJ)YP2Dg~Z*6xN1G1mSZhR&Nz0b;k~g+h*o*P89xTZ{+W*>xFoKcUEe72^eLWf zhxo1I8T9+go~0$Luqlb$jai3_`AF!&%<%D z(NbdSJlx!kCb#Tx2)FG$`7+mTifL`@lXgM2-mx|Bc3S3|EDK#v8eSRts~%snv)~aE4sS6{LiQ~el98ses#(9keE*QXE&YsAK$LZq|otN^h^8* zKH~V}zOVMpL{)v8c@df+gLfR&3_#7@15B}C!oh?HLSgD-zjYYK|#qk*Pd0B_|lVG`LuZH z@pd*!h5NqKyNwSZA+)$mZEwS&TF$Tpm%+cWe=5fAsqSsT!`;#Szw?p`jq{ z&M(M$+5-oj7N^Z@&uD09kn0?&<}vNGv~}*xwWAH|idRZyusCQw7wMbhmlJI@W+Kr( zzJk!I*mA`27Vg`Vfx}^T^m4UW)rkM~!_?2FT&5~{5LC!feiNstN=%-kdb3AMhu^$# z;ojz*bSzH`Un6M^Az3$_2zPwFbq~{9oJdM{04<;W^jmCm)bT6s&FSR&YF@?R3?0H2 ze$pyfTg|bG?Coex(~rO+oEJF3wUi(E2%({e3$-85o9i7PH&rt~At0c7;H;|Xl%N#@NpG53(6T$^$A1l24V;pHEHudd8#h?&t#9Ol$}iQO1%(r}R< zs(sTCA+qz2L!6?F;sI%f4%pd7+daW~FM{uc(J1BGCYyBSCyaIEls7cUUq=OT#pPdFH8lWH+!wB zrnV3HaH6NUyrV;{BgZC#cWxluCBT1PR7nhx?ZZH=wfE0IUz+!o@p=d{Fn4bXF=%AZ8%UL5dXK$V}hQyLRnr&3DRqZ`ze; zH`PCcBVR-BEud*LmSr(e|MIVmBpb`LuWa41qtSz!Bh7M1#<(?2Og>gFnScE2$G`1y zyb{Wl>}+iZ0W}Wsn7jx;xh+^-EdSQk{KsMLw@ABH2j{ElC6vrg*QeERhl)Ea>olac(?`nnOp_T_yJYt&b0OR3odr zuJp*Y{p7l{>B%m7qq1Lq`K3PF%J9nN%j+Ss&=)A5V{QDsBS%5Ri{=K38lxD}jSTYl zGkzNrx?y%#S#y6paKmIq3SB}#?ZTKLAU@5q_~ zNlB)Y>PNSfbjW(OhqeoHW#upc5lMIp&OSe@o@=YYh5{mvv}JD7kJr+8|2i!qlx{ONI$hYT&6ep#E!YJ;+R`l@U!{-Q<5Tw|U zCr_R*B-JEo2#4&VEKCjXP$ZHy3ysP=#X2OK9s+c=WoBgsA#K^w;N=bJ^@0ffzMSCX}g4~g|RC}^ZJy8x@LwNQG%%V;o6w~?mV3XT>Gt{nBgl5i-Pcdxfy`uD`nc3OF)L^8)G9(IJ##M@bZKPXEx?!N3n;RQStPa*PN-78A_C%QNKcegacRGL)OhDYD9XU;M3Cazk>^NlHIC$IxSFTQa*1lPBkZlF2TyQzWXx1Zjn; zv#mxB@$h6Yh~#XfqB^>iZPxSHid%8HB0EkYskJYK>@>yW>C>l@cFVd04hr7xcn@H6 z9!dpZxAqy0G(BI*suX}@tz<Y^mK7Ih)9Yge~F#SH`UM4@>i zL6qU(#cSUCuD=M!L%eZBWX!~yM01V%9IHQnv7^-QUul7n*oRIqe*li;0P;NcjW{O9fevMT_Oy(?}j{h?{hW z_N5Ick{=Fq_MSMyuXgFuCCRz54wSMe32KYUUNJ+;IjdngQnh2{<8&f3@90yMcQCAO zls4b}rnfPVXP2j^Czs7wyP56E{O9k&YYW~%f)3UcZ-6X*$1@QT5x|?LPL&DFHf#0! 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