From ccbb67b887c08a771d3185561eb36e0520ba60d8 Mon Sep 17 00:00:00 2001 From: Alicja Gosiewska Date: Tue, 27 Mar 2018 15:50:06 +0200 Subject: [PATCH] Update pkgdown --- docs/articles/HalfNormal.html | 2 +- .../Intorduction_into_model_audit.html | 2 +- docs/reference/audit.html | 9 +- docs/reference/index.html | 14 +- docs/reference/plot.ModelAudit.html | 3 +- docs/reference/plotCGains-1.png | Bin 0 -> 20358 bytes docs/reference/plotCGains-2.png | Bin 0 -> 22257 bytes docs/reference/plotCGains.html | 180 +++++++++++++++++ docs/reference/plotLIFT-1.png | Bin 0 -> 12590 bytes docs/reference/plotLIFT-2.png | Bin 0 -> 13465 bytes docs/reference/plotLIFT.html | 189 ++++++++++++++++++ docs/reference/plotREC-2.png | Bin 18601 -> 18654 bytes docs/reference/plotREC.html | 5 +- docs/reference/plotROC.html | 3 +- docs/reference/plotRROC-2.png | Bin 17002 -> 16949 bytes 15 files changed, 397 insertions(+), 10 deletions(-) create mode 100644 docs/reference/plotCGains-1.png create mode 100644 docs/reference/plotCGains-2.png create mode 100644 docs/reference/plotCGains.html create mode 100644 docs/reference/plotLIFT-1.png create mode 100644 docs/reference/plotLIFT-2.png create mode 100644 docs/reference/plotLIFT.html diff --git a/docs/articles/HalfNormal.html b/docs/articles/HalfNormal.html index e5366a9b..e12f91fb 100644 --- a/docs/articles/HalfNormal.html +++ b/docs/articles/HalfNormal.html @@ -73,7 +73,7 @@

The half-normal plots

Alicja Gosiewska

-

2018-03-11

+

2018-03-27

diff --git a/docs/articles/Intorduction_into_model_audit.html b/docs/articles/Intorduction_into_model_audit.html index 25a9ce80..9fae0e02 100644 --- a/docs/articles/Intorduction_into_model_audit.html +++ b/docs/articles/Intorduction_into_model_audit.html @@ -73,7 +73,7 @@

Introduction into model audit

Alicja Gosiewska

-

2018-03-11

+

2018-03-27

diff --git a/docs/reference/audit.html b/docs/reference/audit.html index 1a27a5c8..22fd5f4b 100644 --- a/docs/reference/audit.html +++ b/docs/reference/audit.html @@ -156,7 +156,10 @@

Value

Examples

-
library(MASS)
#> Warning: package ‘MASS’ was built under R version 3.4.3
model.glm <- glm(Postwt ~ Prewt + Treat + offset(Prewt), family = gaussian, data = anorexia) +
library(MASS)
#> Warning: package ‘MASS’ was built under R version 3.4.3
#> +#> Attaching package: ‘MASS’
#> The following object is masked from ‘package:auditor’: +#> +#> select
model.glm <- glm(Postwt ~ Prewt + Treat + offset(Prewt), family = gaussian, data = anorexia) audit.glm <- audit(model.glm) p.fun <- function(model, data){predict(model, data, response = "link")} @@ -164,9 +167,9 @@

Examp library(randomForest)

#> Warning: package ‘randomForest’ was built under R version 3.4.3
#> randomForest 4.6-12
#> Type rfNews() to see new features/changes/bug fixes.
#> -#> Attaching package: ‘randomForest’
#> The following object is masked from ‘package:auditor’: +#> Attaching package: ‘randomForest’
#> The following objects are masked from ‘package:auditor’: #> -#> margin
model.rf <- randomForest(Species ~ ., data=iris) +#> combine, margin
model.rf <- randomForest(Species ~ ., data=iris) audit.rf <- audit(model.rf)
+ + + +
+ + +
+

Site built with pkgdown.

+
+ +
+ + + + diff --git a/docs/reference/plotLIFT-1.png b/docs/reference/plotLIFT-1.png new file mode 100644 index 0000000000000000000000000000000000000000..75621c83222c73f9bd8e30ac5860a6710e32965a GIT binary patch literal 12590 zcmeHOeN# zOA=v(RzBj4Rh}#dh_ zPwrah+eqs%Ml2~il_s7k020B$Oy#Zq@|1Do-;#!=?KK4 z&`%EjVISN?AVLs`WJE{^A_P9O5XpSF?P|G7a!4{wusYK)TSzGgIFO5 zR!9gd8Lr9m68J2>oF#`iL@cLG#Zf^#9*>`l;3tRhS#V9}vsiqX1TJ!zP|lY_e2CA7 zF&slpiPFINU^|f0401KaSb3GUWUBqmH~9`R~OW#`$N-8$W!m zy#C!bMr`pTAAHpE?0?!(b(Rd>+OV3uy&&&!XNVBJVT3MZY4Sci=;t~TZ%9M0reL>S z-FEd&bT+wq`rfiTEAOnNrXuw_t9CW-e6;f~=niG&6W*q8_J6Z~=60~Ko80?O_tNgK z#XA|KwVgK-*Cws)DjPE#8jV}!VmSBG2S^P|yO??@buYoq+-(;3Y;nIt?zP3eD!M-w z?r*4jYvJA$x%Z0hEwtOSa64RXSMlHDL02V_F%*-GiE|G6d*GnKMqF00loA2E^zgwb z(}wW`M02hWVEPsY55C#| zxDagqY}6dLLSNs9p^Qs=Mu!yEZ>2W-0v2&ZYJ1u|VwTpYpcI638lOB~@GTSRg+@6i zN=RNLageFp#$g8wJ3C>I>e0>*b_qRW%A0Ns)yL39g1n<(*Jsx5$SdYoG|QMV1*ta$ z!l1^ss|V;=8KN4kwX#Rv#JvaoU`(_wW`NcOjW#gAr+S*$j*!O-*gbXm(d6(a(ah3J z@6aEm>=rT=!?g1myM$VBr_T!gH7S8aX0u^@14cN`kWuJXa}OGN6Xb!+{Nk^j3c`>h z(aO_#^c|wdN@c4mI+fvXN1P@z`R1+>l}8_N98y1CmA{Aq=DYSqcUCHu;Y0l$hFXju z-EsM(=Wg~1zVo}lA9cM{2xeuK>CepS95CY;!f&TlDIOf$hR_OisD6E|5$D}$$`!Jy zrU#z&7+OB0W(XR+YpGt;zrs6yghsxxr$?|lBDld8t7S`m7;J4VN3X$)+8251%So6p zUF)a;@4v81d)@t1+<1J*`pm=RG>VqBcb+*;FRAG8s}V=ZjLp(QuwF9Tf~L{3G?9{i zGD&H`A6*#Or-K^#)PlMG%>vIHGS_n+EV{4VEi}FEi7itcH}=%@krXXj1K#iLfDAGn zG~5NXQ|EppPunfT0ddrpa;e}Hj4;6%({>@J;{utv@Z9ddtDm^C(+3EcpSE8YDHCWP z4LLpf@YD{Rzo2RXh^iehR2j!l(tP#1Ts*qUa)t{@&e=YN)zVyvrfb?H#^^$>|AKyL zLBi4M65WpZIrE=u0e^_7uNg`}>do`g%W~E;K%c+0h6_Qagy2+@LTM6PA_JUTSkMK@ zQi1hn%Q2j!_W3#bNU5Hay~W6KItu$pyDD6OS<>3WJA{OXN>RjHO>Ks%*;hOM#%4;Y zg|c;nE^Yo*upEBY5FwTv7oO`S<(?-?zMh|}k9VyH)X?6H>1P9;7%OzbrkC`CCiwlh zu^^h#C8f-IX_=jr*`taL8WnV|BeOU=!SxVkZi{A>RO=)d_`F+c>xjh}p&j|yw^!w(p^yK&_TL-&e-B3Ln&=o{l@Fkm z!b04@ryCD;BiU|%e}1iV$35KPAgtSIb31MS9;eM6Q~kdfYUbHyHX#t6S6#UP?tr;F zkHDQ?;Z6*3=ga(mO(PPdN;gL>!9Tx=|C4m{xL4kMLe?H(y=*mGQ)s-sfA)wU@lAAx zGF-7DT)W!zukHBf>0&q&L^E4N6leq;gK^FR&-$Fw)jYHt`t!S5Exr|UgsG1 z0CzjBbn^w>Uz~OMNdY=>>F~Y2Jq+-d5Xpp-29;v01<f2<*VBCbt% zSd9^aW>hWVkV~S@B~f0TN&md@k)mOuXx(R;jbt{Xh(4vCje^9X1WuVeQzXIX0LZm7zFq>-NlFHTARI`qPFBx(}Qh zOa?)eLue-srBz5NcW?^8N^TXcGooK^zHcfX6!V@yIbs%5pP{H%YX|qG<7<8-F2x0* z;sqcVqK%;x;t%zqO(CJ^yX!z^^YuY-vldn>SlHrBG9P~F7c@qVj3ru&o6f@ax?94H z7uQl3G3t9Yk|ywhWXSea`MDRH>+_?A8^DHyyCta0;04_;W+Q+Y1~d(tC79{WL8_av z#BgEI^}2WU`C|K_Q$ZSmZ^EBNWv@Es@P}i^JzFzh zyXH%){vA+I5>>pl?WZR?{$na6SUNY^(ek8{Ywu8pwYQ>9JmXo-4(S~f+rq*j4?!2s zthNu7m)Q>9{zVo!^X{lJd}eNAnA9JWAiS`wGubzwV2VZ_EZ9mS2Q?$PwO>dn(d&`= zWPfP3yXDluvFX742pHb1GMAdvNd2iL(Va4-=ypzu#?jL5i8il^V1nM<3iGcRu>n3n z{25Y?Z{;-GGP@?ilM!3*Vy2VH{5?2IDjX<@hl3`=46TR4Az*LyLOaOT+OG>*MmCp2 zb_KOUji;ZV?Jfh#)%dLeL8fT|gDD~FM3w&JagmO4gv55X$UX9uU^k>R{&W_=O{-IXefzD1?)hgN*kZ03&xxz37dRm&}qgou& zs}(ghNU4ze+j_eW`L56xh?xE1xhakkI=`x3RISJpny&aWNMKUC(qWO|>N_cpO~$)c zDA%^zn1?6H55WPUKmd zL|;kcrsjU*ud~dp@tvAcasx=|4^s4*>_l_7qZ;GX>3zi8tzFG?-XPFZ z2i2)1i; zDY85v4)dB9#Prfm&1F2SMrpdnG9E?>LM@5By9__D*TUs^L^x*F$q7SYQ-EO#Gil&z zgM_FIpe;hZ9jC(dhqc(+3B#H4b$~;08p7qsD3u$Zz_zr&Py4E_TomnDirJHISjS;! 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+
+ + + +
+ +
+
+ + + +

Lift Chart shows the ratio of a model to a random guess.

+ + +
plotLIFT(object, ..., newdata = NULL, newy, groups = 10,
+  cumulative = TRUE)
+ +

Arguments

+ + + + + + + + + + + + + + + + + + + + + + + + + + +
object

An object of class ModelAudit

...

other modelAudit objects to be plotted together

newdata

optionally, a data frame in which to look for variables with which to plot CGains curve. If omitted, the data used to build model will be used.

newy

optionally, required if newdata used. Response vector for new data.

groups

number of groups

cumulative

boolean. If TRUE cumulative lift curve will be plotted.

+ +

Value

+ +

ggplot object

+ +

See also

+ +

plot.modelAudit

+ + +

Examples

+
library(auditor) +library(mlbench) +library(randomForest) +data("PimaIndiansDiabetes") + +model_rf <- randomForest(diabetes~., data=PimaIndiansDiabetes) +au_rf <- audit(model_rf, label="rf") +plotLIFT(au_rf)
#> Warning: NAs introduced by coercion
+model_glm <- glm(diabetes~., family=binomial, data=PimaIndiansDiabetes) +au_glm <- audit(model_glm) +plotLIFT(au_rf, au_glm)
#> Warning: NAs introduced by coercion
#> Warning: NAs introduced by coercion
+
+
+ +
+ +
+ + +
+

Site built with pkgdown.

+
+ +
+
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Examples

library(auditor) library(randomForest) -library(car)
#> Warning: package ‘car’ was built under R version 3.4.3
model_lm <- lm(prestige ~ education + women + income, data = Prestige) +library(car)
#> Warning: package ‘car’ was built under R version 3.4.3
#> +#> Attaching package: ‘car’
#> The following object is masked from ‘package:auditor’: +#> +#> recode
model_lm <- lm(prestige ~ education + women + income, data = Prestige) audit_lm <- audit(model_lm) plotREC(audit_lm)
diff --git a/docs/reference/plotROC.html b/docs/reference/plotROC.html index 4de06fac..ed839c62 100644 --- a/docs/reference/plotROC.html +++ b/docs/reference/plotROC.html @@ -130,7 +130,8 @@

See a

Examples

library(auditor) -library(mlbench)
#> Warning: package ‘mlbench’ was built under R version 3.4.3
data("PimaIndiansDiabetes") +library(mlbench) +data("PimaIndiansDiabetes") model.glm <- glm(diabetes~., family=binomial, data=PimaIndiansDiabetes) au.glm <- audit(model.glm, label="class glm") diff --git a/docs/reference/plotRROC-2.png b/docs/reference/plotRROC-2.png index 4d01374d85862ffcb02c9c499e65f5dec44c58be..857c56a3d2d4bfd7be4da594a6b6cf7e6321a764 100644 GIT binary patch literal 16949 zcmeHv3pkW%|FG7k1JcnkCaJXBK`2v>oz+_Owp%Kvq$sBeF^`6s3PVJyjS8vNu4;-R z2J@hdV;0FGjd?TGOp0mvkAIdM72!-!)bkC5VHO{wUhbO^JuvU1#Ha@>q_;*iHp)J61Rv&m?O-| z5i)Xw!ireyiddfticdv{utF$g#2GW<+!#5?6URV$i=ZOk$VZ6$FoZ$~f;uQZ9Tl-1 z6_gIqM~M7%2!$ho-ohL=1RMfF1Q_YtK@oOTOuZD%gTNLdeTBkd7iJVf%Xw$_9rc%y zQJ?xZ>pAr6I~kc3GW&P$_z_5ACks0G(_3(oizyn91wdN-_@Gb|LIR}X2v`2urhODg}$$J_it(8>En-%U(GHi#iNUklv4 zXwfwrHBG^+$jFm)I4bho71pvvJ*xC|E8psq?RGzKRmh0kSFY-`=vu5kxN@bYE3jv` zaoHa_CP(n?R(|!M@1Q~=hi>2Q$<5)dUCJ*@vc0mr87?~kEWDul)~obnni}UgSQn9 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