From 4ffc38d706fedfb2fd24ace1c55400d4c5d0840f Mon Sep 17 00:00:00 2001
From: Caroline DE POURTALES <cdepourt@montana.irit.fr>
Date: Thu, 9 Jun 2022 09:31:59 +0200
Subject: [PATCH] adding callbacks none
---
.gitignore | 10 +-
callbacks.py | 83 ++++++----
.../RandomForest/RandomForestComponent.py | 3 +
pages/application/application.py | 7 +
requirements.txt | 3 -
tests/adult/adult.pkl | Bin 3033 -> 0 bytes
tests/adult/adult_2.pkl | Bin 2166 -> 0 bytes
tests/adult/adult_3.pkl | Bin 1734 -> 0 bytes
tests/adult/adult_data_00000.inst | 1 -
.../decision_tree_classifier_20170212.pkl | Bin 1916 -> 0 bytes
tests/iris/iris.csv | 151 ------------------
tests/iris/iris.pkl | Bin 2047 -> 0 bytes
tests/iris/iris.txt | 4 -
tests/iris/iris01.json | 4 -
tests/iris/iris2.pkl | Bin 2047 -> 0 bytes
tests/iris/iris_00000.txt | 1 -
tests/zoo/inst/zoo_00.inst | 1 -
tests/zoo/inst/zoo_01.inst | 1 -
tests/zoo/inst/zoo_02.inst | 1 -
tests/zoo/inst/zoo_11.inst | 1 -
tests/zoo/zoo.csv | 102 ------------
tests/zoo/zoo.dt | 85 ----------
tests/zoo/zoo.json | 18 ---
tests/zoo/zoo.map | 38 -----
tests/zoo/zoo.pkl | Bin 2303 -> 0 bytes
25 files changed, 68 insertions(+), 446 deletions(-)
delete mode 100644 tests/adult/adult.pkl
delete mode 100644 tests/adult/adult_2.pkl
delete mode 100644 tests/adult/adult_3.pkl
delete mode 100644 tests/adult/adult_data_00000.inst
delete mode 100644 tests/iris/decision_tree_classifier_20170212.pkl
delete mode 100644 tests/iris/iris.csv
delete mode 100644 tests/iris/iris.pkl
delete mode 100644 tests/iris/iris.txt
delete mode 100644 tests/iris/iris01.json
delete mode 100644 tests/iris/iris2.pkl
delete mode 100644 tests/iris/iris_00000.txt
delete mode 100644 tests/zoo/inst/zoo_00.inst
delete mode 100644 tests/zoo/inst/zoo_01.inst
delete mode 100644 tests/zoo/inst/zoo_02.inst
delete mode 100644 tests/zoo/inst/zoo_11.inst
delete mode 100644 tests/zoo/zoo.csv
delete mode 100644 tests/zoo/zoo.dt
delete mode 100644 tests/zoo/zoo.json
delete mode 100644 tests/zoo/zoo.map
delete mode 100644 tests/zoo/zoo.pkl
diff --git a/.gitignore b/.gitignore
index f7db4b6..7c0efe6 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,6 @@
.idea
-__pycache__
-pages/application/DecisionTree/utils/__pycache__
-pages/application/DecisionTree/__pycache__
-pages/application/__pycache__
-tests/push_command
\ No newline at end of file
+tests
+venv
+*.pyc
+.DS_Store
+.env
\ No newline at end of file
diff --git a/callbacks.py b/callbacks.py
index 8618810..99694e4 100644
--- a/callbacks.py
+++ b/callbacks.py
@@ -7,39 +7,38 @@ from utils import parse_contents_graph, parse_contents_instance, parse_contents_
from pages.application.RandomForest.utils import xrf
from pages.application.RandomForest.utils.xrf import *
-
sys.modules['xrf'] = xrf
-####### Creates alerts when callback fails #########
-warning_selection_model = html.Div([dbc.Alert("You didn't choose a king of Machine Learning model first.",
- is_open=True,
- color='warning',
- duration=10000, ), ])
+def register_callbacks(page_home, page_course, page_application, app):
+ page_list = ['home', 'course', 'application']
-warning_selection_pretrained_model = html.Div([dbc.Alert("You uploaded the data, now upload the pretrained model.",
- is_open=True,
- color='warning',
- duration=10000, ), ])
+ ####### Creates alerts when callback fails #########
-alert_network = html.Div([dbc.Alert("There was a problem while computing the graph, read the documentation. \
- You might have forgotten to upload the data for Random Forest or you tried to upload an unknown format.",
- is_open=True,
- color='danger',
- duration=10000, ), ])
-alert_explanation = html.Div([dbc.Alert(
- "There was a problem while computing the explanation. Read the documentation to understand which king of format are accepted.",
- is_open=True,
- color='danger',
- duration=10000, ), ])
-alert_version_model = []
+ warning_selection_model = html.Div([dbc.Alert("You didn't choose a king of Machine Learning model first.",
+ is_open=True,
+ color='warning',
+ duration=10000, ), ])
+ warning_selection_pretrained_model = html.Div([dbc.Alert("You uploaded the data, now upload the pretrained model.",
+ is_open=True,
+ color='warning',
+ duration=10000, ), ])
-######################################################
+ alert_network = html.Div([dbc.Alert("There was a problem while computing the graph, read the documentation. \
+ You might have forgotten to upload the data for Random Forest or you tried to upload an unknown format.",
+ is_open=True,
+ color='danger',
+ duration=10000, ), ])
+ alert_explanation = html.Div([dbc.Alert(
+ "There was a problem while computing the explanation. Read the documentation to understand which king of format are accepted.",
+ is_open=True,
+ color='danger',
+ duration=10000, ), ])
+ alert_version_model = []
-def register_callbacks(page_home, page_course, page_application, app):
- page_list = ['home', 'course', 'application']
+ ######################################################
@app.callback(
Output('page-content', 'children'),
@@ -74,25 +73,49 @@ def register_callbacks(page_home, page_course, page_application, app):
list(model_application.xtypes.keys())[0]]
@app.callback(Output('pretrained_model_filename', 'children'),
+ Input('ml_model_choice', 'value'),
Input('ml_pretrained_model_choice', 'filename'),
prevent_initial_call=True
)
- def update_model_prertrained_name(pretrained_model_filename):
- return pretrained_model_filename
+ def update_model_prertrained_name(value_ml_model, pretrained_model_filename):
+ ctx = dash.callback_context
+ if ctx.triggered:
+ ihm_id = ctx.triggered[0]['prop_id'].split('.')[0]
+ if ihm_id == 'ml_model_choice':
+ return None
+ else :
+ return pretrained_model_filename
@app.callback(Output('info_filename', 'children'),
+ Input('ml_model_choice', 'value'),
Input('model_info_choice', 'filename'),
prevent_initial_call=True
)
- def update_model_info_filename(model_info_filename):
- return model_info_filename
+ def update_model_info_filename(value_ml_model, model_info_filename):
+ ctx = dash.callback_context
+ if ctx.triggered:
+ ihm_id = ctx.triggered[0]['prop_id'].split('.')[0]
+ if ihm_id == 'ml_model_choice':
+ return None
+ else :
+ return model_info_filename
@app.callback(Output('instance_filename', 'children'),
+ Input('ml_model_choice', 'value'),
+ Input('ml_pretrained_model_choice', 'contents'),
Input('ml_instance_choice', 'filename'),
prevent_initial_call=True
)
- def update_instance_filename(instance_filename):
- return instance_filename
+ def update_instance_filename(value_ml_model, model_info_filename, instance_filename):
+ ctx = dash.callback_context
+ if ctx.triggered:
+ ihm_id = ctx.triggered[0]['prop_id'].split('.')[0]
+ if ihm_id == 'ml_model_choice':
+ return None
+ elif ihm_id == 'ml_pretrained_model_choice':
+ return None
+ else :
+ return instance_filename
@app.callback(
Output('graph', 'children'),
diff --git a/pages/application/RandomForest/RandomForestComponent.py b/pages/application/RandomForest/RandomForestComponent.py
index dc532d4..644b17b 100644
--- a/pages/application/RandomForest/RandomForestComponent.py
+++ b/pages/application/RandomForest/RandomForestComponent.py
@@ -53,6 +53,9 @@ class RandomForestComponent:
self.explanation.append(html.P(explanation_result[k]))
self.explanation.append(html.Hr())
+ del self.random_forest.enc
+ del self.random_forest.x
+
return [], []
def update_plotted_tree(self, tree_to_plot):
diff --git a/pages/application/application.py b/pages/application/application.py
index 3f88c12..f502d76 100644
--- a/pages/application/application.py
+++ b/pages/application/application.py
@@ -7,6 +7,7 @@ from pages.application.NaiveBayes.NaiveBayesComponent import NaiveBayesComponent
from pages.application.RandomForest.RandomForestComponent import RandomForestComponent
+
class Application:
def __init__(self, view):
self.view = view
@@ -56,8 +57,14 @@ class Model:
self.xtypes = self.dic_xtypes[self.ml_model]
self.xtype = [list(self.xtypes.keys())[0]]
+ #init all params
+ self.pretrained_model = None
+ self.model_info = None
+ self.instance = None
+
def update_pretrained_model(self, pretrained_model_update):
self.pretrained_model = pretrained_model_update
+ self.instance = None
def update_info_needed(self, add_info):
self.add_info = add_info
diff --git a/requirements.txt b/requirements.txt
index 0731570..7ea8eec 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,7 +2,6 @@ colorlover>=0.2.1
scipy>=1.2.1
python-sat[pblib,aiger]
matplotlib==3.5.1
-xgboost==1.6.0
lime==0.2.0.1
shap==0.40.0
anchor-exp==0.0.2.0
@@ -18,8 +17,6 @@ json2html==1.3.0
numpy==1.21
pandas==1.4.1
pysat==3.0.1
-pytest==7.0.1
-python_sat==0.1.7.dev15
scikit_learn==1.0.2
six==1.16.0
gunicorn==20.1.0
diff --git a/tests/adult/adult.pkl b/tests/adult/adult.pkl
deleted file mode 100644
index b18b4d6e77cfc501320ebd5650158dd268530d1d..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001
literal 3033
zcmZo*nR<?!0StOXi?ef56N~cnN{Uib_2QFr5{rvdi>LI6xuhm%7H8(?g%qWxI)g+r
z(=t<wrc9oq**K+kibfA-a#3bUYEfo>-jp7e^vt}>DLov;1v!}|C8<SIdRUTDi%X{T
zaONgf#HXYdlw?ftX6X^k&CH80PRuRHNiB{CtDWM_)FXf_nv<HCHpQE@M*<{Ro|>7S
zQ4*h4l$czSnV%OAmUIWZn}LC$hX-VMT54iRX;EtN6u%xm5Fex_J}*B7EW%Tin3s~D
z8(&<KSdu!$JEcbyWNc<`L1|HDNo9OWYI0F(VsYveBs0MQ5D&3=ieC?Ba&kd@VopIu
zB9bD$ym*+k@tJw?Q@nY4xboujOG^q$ON!&Ccr*5JfQ?Blj-S#anpc`zP^p)kUzDns
zTbfgnnOIbmSUIJKC%z~(IX|zsq^LBxWXj|zJ*;4bQ+n9*QXonuPw{4Go#M=xG^Kq?
z&=d`CMsKFpDH)PItSKdx1*sq{Oqmu_Iy)e;%sq@YQ~dn=y#D|H{~t_vGn7n8>U0)>
z1sEfgF{NZm63D@DH)e?SuoWjK<|KlmH$&B#g9)axZA#FT9$rwm!aWS~Eh{Lo#82rF
zLQOm%(J4JFpcFG@@)U2L42cYBkQXv!Ax>oUW^A33q1uULLCKUPZ$^-8?G%j+PH&bT
zE>PUXC+C;ul}z!L>|q6Qi>F|kB-uJ8L#c;3%+w4y1Zt-EY4mXAq^6a`Cud~lq)h4I
zE&`_^D32ZLjVV2xB^gDj#Toe^H5{-MF{Otu51e>lsdP$@I3y{gro^Mklz?(UhDU}{
z4@xX#sA0x|H$&T$49|>UZ;rMp8D1H|-U4k?GQ2@L(~#m1t4@iwDH%Q)QQit|Q!;!r
zg1t4`reyeKM0p#uO)2%Z@MiQD0L8IW1uFvsEP7$_%?yo12=%}|Xj;J9$^Y-$PgjG8
zfXD{#!w#^><^%~aFfgz{X$ZyPARu4Ov&Z(9{WUR&2$;OK%>iaU8(4sWfdfiIs0a2T
zs<Zl4L+{)B!3+jT%vt0BGoKa2XJBA}(Gczj`vp^_gl3*yXkQ2sfRGL`4xn_6jQ>G7
z5Cseepfp1=i~*t#L=e<>qy5;g3lZn-`9SL7SjT}K%7*z17ETah7KaNSw~G{3+_%3A
zQvj0KwUD5FJH$A%v|Mi6PliPpNS{F^L4CV+T@U^E;l8~W%wZsX8gm`EKr{mb122?D
zb`Ar>1N*#pDGusaFWYy(6oAwTtagCb01P}JJ_92CK)7NK4Q&?Jj^>uwPe67j17UYU
z^fNF-BI}z_O3;4{zrC_%xG%CdhZz8(8@wH0@xl+{GcYiq$HS>h`d^K=T($oJ^AJeg
zhvfwAYgjkWVzJbDdtT%OXflPMzPe1#e==S-?O($ZKFGc`vmFFMGy?;J5R^ub2NyZ5
z*i56#_6K1e0jX<RPtZP)G7vrpB4Ah{!$BCzhGk1wI)DiOu-{>SBH(7=d3y$A`xw?a
zh(HuDh(c-9@Dy^mW03KFdem|Ia#+Fuse8AApgTE4tu%C658IzYj)y6P<Ke&})qpaK
z`}S)=_Q3FhR0nY=TLMa>x|79WSK=uxn|F8YJCP+kS_rzc!D>!P%fI{f_o3#3sR!8v
z_3ip%`zLed4f|Ed>3Ttx1GqY6D@)8NO~qPKf$Ht{DH&0nPVk(Rzu5t7s|J+znFZlH
zZ-CG@`XRK>R0z$$0HF^=LujyO1_p)$5imZK)_~9_p!z3FhVU8UA#_0@gnrQtp)>j*
z^nn%#{a`7CX82$aw&Fttln>@HFia?g@}cq!-Vpu{sQyEXAp8eu5ISNagl4FN&^l8f
z^p2GfTB998Lyc!p$bj%+@(PU*e%dk!?N9=t=Rw_>kPqQAL_%nXAP7C73PLmFK<EZ&
zxH-f?_#28L^nqw_?3E_<2tpeM@p*~4sm0({UF;N%9%je%)G0lj;rT_`;MUTV9!}Sk
z(&R)?b971%pKoGOW=Ud>LU2i9Nonzv9xngn<kAADEKg8s4wzY-ky$XMhb1U6Idw`8
zb8u?KlpY@E!~(ER_r%ORB(6_>aq*NMK9Bs;qGE-D)FOrQ)YR-LJ?ze)_E1sfl++%9
bcxam|zAUu})IOim!)mB!pl39tG)WHtDsa^m
diff --git a/tests/adult/adult_2.pkl b/tests/adult/adult_2.pkl
deleted file mode 100644
index 5221943e347e0a7b2b83e0ee33e5c603396536a3..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001
literal 2166
zcmZo*nVQYP00upx#o0NjiA8yOB}J*Jdhy9QiN(dK#Z!93TvC%Wi!<}{LW)vTok60R
zX_=`-QzlQ*Y@AX%MWcr^xhS(FwJ0+`Z%PkKdS+hclpc=af}G5flGLIpJuFG7#U)dE
zICB##;!{!!N;0N+GxrGQX6D5gC*~I9q!!16)lTtd>JdN|%}Gs6o8ryiBLNaDPt8ov
zD2Y!iN=z=v%+HGlOS*&I&A`CW!viurEj6*Ev?#TBieC>Oh!0W|pO>Ek7U3yM%uC77
zjV~@qEJ>Z>ozf!;GBz`}ptLBnq%uAwHMuA?u{d=Kl9}KDh=<rb#jl4mIk_M{F{dCS
z5lInWUOdd&_{_ZcDc(FiTzT>Nr6mQWCB^Ymycv5qz{aE&$4}`I%`43<sMJf&FG|(R
zEzK#(Oe`u&ten!r6JL~?oS#=*QdF8;GG+3V9#*izDLw3YDG()-r+728PH|>Tn$kWc
zXo`k6qc>CQlnlup)|8UUf>e+erc8?|ogENa<{n0yDSm!_UjP69{|_d-8A_%kbvg^c
z0*n#Lm{Kw&3FKh78#Bau*ou=Aa}q((o1yB=!30y;HYI3E4=*TO;T{J0mKBs(;-~Zo
zp(Y-X=#(B7P>Pu{d5SkrhD3%m$O{>=5GOKvGqz62Q0+vrpkzvtHzP>4c8W#@r#EvC
z7bx!Hlk-dSN~U=8_OODu#Zxd%;%%Lhq13}1W@?5U0yR_oG<vvlQqxM}lQS}NQl|89
z7lG3dl*bPB#*`k;l8mC%;*5Nd8V*>Bn9{?S2TnY&R63<c9Fi1LQ{vHNN<g_F!y`kf
z2PGCV)G*_~o1tw=hG#~wH%Hr)46lq}Z-KTc8QvhBX-M&hRi{MTlnkGYC~t+fDH*;Q
z!QL8eQ!@NAqPz{-rj&YHcr$tnfa2Kc1``7VEPA0in}Hb`i4f|6ebBUkwUhtfx1X*C
z5do16-iIAvk<AJcU|?Wifzl9)!$Cm4nrDygE&FR?5D_qWZJPtke3*Key<mBU2lgSV
zv-(v-@7w!vLPWsioJ9_x^oflBK{;S~28II*rb-FTJiE}o5Gnws9AXISyWnxVNMXf&
z`@6^v*|pGt4Qv1d13Q#PmS$jhV4wFc#X<e*W%~|Zr~(iru$rKK4Q&?Jj^>uwPk;qH
zNFPHbL4Bt#>3=oea@GC^H&_FN_^{jo7ED|a5e9U3y2xq8W*S|#KgbVN0HT`K6SNPc
z41^DY2pCq#aDZ9Q0~LeW3*r8--(i0u;AY@?dj@3t7}gQA?~Xyn`{_}~?aN^XgA9DP
zf}p-#iKnz|-rce9ge6FjK93d$aB;;}mY7qTinSmBm5c3DGNL-2FMxC~<ZpHW(;86P
zXBLF-ya7Vr=!eigQz0}11B5;h4WUm!<tI#r@DH>==m$$7G{Xmbu=yV<Ap9Lr`9q7K
z{FM+|qa8wn6*Dj}C}cqRJD~CkjSzm?G6?NZ0-+~VL1=~?u-8kIdIX`RR(xJ!ZfY^O
z%88w#(ZlSRo;sz6Gd#a28(fr6>EU!uDNRlU)s<6v_<R$KGD{M36oN|<OG=BU^l<qn
zCzlpLWqE>9bHL2vjLd>5JuE?q$*EI%n1fR*ru6VQCl-Kpx+iAlA#r{3i;Ji9@Ok8y
z78NTLq!uZZr>164>0x&U71l+SQ&M{b;-M8nd|7G{sPQnRht*KeK+kAOX_6iQaWd-v
diff --git a/tests/adult/adult_3.pkl b/tests/adult/adult_3.pkl
deleted file mode 100644
index b17bc94372fe8d7b6db981e73bf34d6f37b1d07b..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001
literal 1734
zcmZo*nYx>e0StOXi?ef56N~cnN{Uib_2QFr5{rvdi>LI6xuhm%7H8(?g%qWxI)g+r
z(=t<wrc9oq**K+kibfA-a#3bUYEfo>-jp7e^vt}>DLov;1v!}|C8<SIdRUTDi%X{T
zaONgf#HXYdlw?ftX6g~l&CH80PRuRHNiB{Cs|AS)AdBXtCZ<jC=I@aJ36`g3re~DI
zrxhh8mt^MW#e*f?!R}^YVCdli8J?D!SW;S)T0F(ChY!RDsfo|aPXUYY6eZ@R<mbj0
zmn4>?PVr9Z5d|5WnOjg=lvz?4pOTtfl$uzaIt9s0Z~(+ZY@XuR!<n315TBS+kdcU_
zh%YZ5W^H_CUi=hqo*u5e`25n6g3^-W_$l6uJse<TQj6oK^oZt_<`z`yCFd8V>gAT^
zlw>9r6(v?q>EVelN=?qsD=sN2O)i--c}fo}SmBf&_Pi8`lF3uN8Cs_}GbT-GpAs}h
z!<*5YsdY+*WDjdfNo7GQNDEV@#gxtth%9ptqs<gQKR>Vk|Ns976W$CZQ<6HJ1z-Wj
z2xUwunUVx@Fx-t9Vm)ld$%#3Mpy<s|b>?7#scf4PG^K|Z6s~X&gM7;hN-XhHdW29D
z4@h)M4+|*8Oqo2zn<qmeLmK3T3|WX18NC@>r(~#hB3V!}CCQr+BwIU0BZJeMsfP;`
zck#*jrFkV&yxDtLLEPdgm?p8ePRUT}VGc7jLk@wODSjF~Tsf&}CGp7_nK>y_dbo?g
zX$Z<=hk9d54`)e6QEG8UK1dA*EJaM|;mZRj9#|@!(jyK@3aKgaXfh?BT#(_Bq11yC
z3mIydap29+HYLL|BiNgxZAyk$MzFU)+msA%kj^xu_`|AGqHRisPezotLfe!K-;7{y
zjkYNnei>2T25nPHy)C>My#+vV?9{=?zyOP07HH%#Lum;0z&>bNz}m_G@7qsTgNT60
z2JgcTu*im~hv^5&Gca&C2*_9S?6JLNe@zS`0w%9*a{#3?Wc&}x0n0Nm90*aJ)vp?Q
z-`<ZCDgvVBEF!2c?_G+6`qj(!9lRh7P%N<8ffdSxmRt-RP(FluVDBQQ6`N^v+5R9u
zL<CGWttV(7SRDfc!$BAWL@Q(v)VIU_M8M6!^Y#qL_A#t;0B0|@vc#OyRICXXl#kn|
zWJGm37l3SH$lvS$rZu3n&nyVvc>{#L(GQ`0rb6fgEfD&_QV6|cC4|;!htOcd7#J87
zG9Y}Iyh0<`X{AX$g3w$LpO=`MS`042Vy9^IFgvEFPU+zc&o9ab7Y$Q-I9*dplM_K@
z@01=s-^8NKlEfT^;F83W(&8yST>i<)r3Fw~o}knmFta!#vtUXOOHg8R>XaVl;M9sK
zJv`2d1z?@-iJ5swT%Y{n;we3R9{Ht3#R>(fMGEDqso7I{*quR{zo>FbYL7rXw19~(
WODzIbMpJrN4fPE4jHZ+(=>Y(kc4*W9
diff --git a/tests/adult/adult_data_00000.inst b/tests/adult/adult_data_00000.inst
deleted file mode 100644
index c72f4e9..0000000
--- a/tests/adult/adult_data_00000.inst
+++ /dev/null
@@ -1 +0,0 @@
-f0=1,f1=9,f2=9,f3=7,f4=9,f5=5,f6=7,f7=0,f8=5,f9=3,f10=0,f11=15
\ No newline at end of file
diff --git a/tests/iris/decision_tree_classifier_20170212.pkl b/tests/iris/decision_tree_classifier_20170212.pkl
deleted file mode 100644
index 006ccc214168eed2a37f7201ccca66648f1112f7..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001
literal 1916
zcmZo*nOexs00upx#o0NjiA8yOB}J*Jdhy9QiN(dK#Z!93TvC%Wi!<}{LW)vTok60R
zX_=`-QzlQ*Y@AX%MWcr^xhS(FwJ0+`Z%PkKdS+hclpc=af}G5flGLIpJuFG7#U)dE
zICB##;!{!!N;0N+GxrGQX6D5gC*~I9q!!16)lTtd>JdN|%}Gs6o8rydBLNaDPt8ov
zD2Y!iN=z=v%+HGlOS*&I&A`CW!viurEj6*Ev?#TBieC>Oh!0W|pO>Ek7U3yM%uC77
zjV~@qEJ>Z>ozf!;GBz`}ptLBnq%uAwHMuA?u{d=Kl9}KDh=<rb#jl4mIk_M{F{dCS
z5lInWUOdd&_{_ZcDc&qSTzT>Nr6mQWCB^Ymycv5qz{aE&$4}`I%`43<sMJf&FG|(R
zEzK#(Oe`u&ten!r6JL~?oS#=*QdF8;GG+3V9#*izDLw3YDG()-r+728PH|>Tn$kWc
zXo`k6qc?Nwlnlup)|8UUf>e+eCVz`5ogENa<{rkHDSm!_UjP69{|_d-?MtR4b;eH7
z=wS;^Ey*uVoYKP;mReMtnVg@KUo@qMGc2<R6miLkQ&LN&B!T<@cXozY4_k3^Voo9`
z#xs<9m@-jpvO%+np=3&uGY2y?YNoVJ37XQw3yKbSIDrC*6_m!}r}PM+ra6%4lpYpP
zLYp#qiZ@G!M20lT=NYmPpD}tfwob_~>O``jWJ;1ZBS^M(ibe*fH**gcD9YoL^Gowe
zrg(Gqu!6Y7Q!q{9Y@L#!)WaNRYK9273^hNE9<H3!w37JbjLe*rDLvdp;DiU|u|qvE
zrH8X5qbRjFBOj!O1D1@Y^zh|@QyeU5Pw5edq@UE3cr=+3P}a%tM-R{pW7LQP1*bPd
z+mwuej3{r8wka8b8ByK>ZBsIWKswWqq5`W<iMA;j!5N9(3T;y|LNcPfHQJ_Rgk~gq
z8?;R+^|tV4^cDam45uHA3=E9WC}TpS85kI5%$&*Wa4^YuHM7%G`%I`jm~x1603|YH
z{13_j%QG+>fYJ;~Fb0@*bbuuhHZY%o0mf%wU?@mS`(+<tEGrnl;l4dQM}pKH2y|cp
z(F_a>tWX-}UWh(nhX*VVHWtJjwAX~ngQ*4=qTQ(s)&M0M9EsHTz#irgh)xLyXtBz`
z0TDnZFPu3e?x11q6Ps7R!CnqohQW@YeMK_I3uTU9#IO$<>~IQKJV>C}XW=jfl;PRR
z5_3vZv1SucVbeY(BeB!@21KW$1DI}bhR_TSP#P)@mc&9}sE4V6nZp4!2P)ox%RHDm
z7!6g=@WCF!vPCrqE-r#54pGg(011N9q#i+N?vBq(%uOu@m*=1&lczYfATdWTCp9m<
xBx6bsH-uZBnF8YR6r`3QOG3C1$<!W!cxd?+Uj`~|K@}vcp`L-B(Uj68JphtUcMSjl
diff --git a/tests/iris/iris.csv b/tests/iris/iris.csv
deleted file mode 100644
index 1b9d029..0000000
--- a/tests/iris/iris.csv
+++ /dev/null
@@ -1,151 +0,0 @@
-"sepal.length","sepal.width","petal.length","petal.width","variety"
-5.1,3.5,1.4,.2,"Setosa"
-4.9,3,1.4,.2,"Setosa"
-4.7,3.2,1.3,.2,"Setosa"
-4.6,3.1,1.5,.2,"Setosa"
-5,3.6,1.4,.2,"Setosa"
-5.4,3.9,1.7,.4,"Setosa"
-4.6,3.4,1.4,.3,"Setosa"
-5,3.4,1.5,.2,"Setosa"
-4.4,2.9,1.4,.2,"Setosa"
-4.9,3.1,1.5,.1,"Setosa"
-5.4,3.7,1.5,.2,"Setosa"
-4.8,3.4,1.6,.2,"Setosa"
-4.8,3,1.4,.1,"Setosa"
-4.3,3,1.1,.1,"Setosa"
-5.8,4,1.2,.2,"Setosa"
-5.7,4.4,1.5,.4,"Setosa"
-5.4,3.9,1.3,.4,"Setosa"
-5.1,3.5,1.4,.3,"Setosa"
-5.7,3.8,1.7,.3,"Setosa"
-5.1,3.8,1.5,.3,"Setosa"
-5.4,3.4,1.7,.2,"Setosa"
-5.1,3.7,1.5,.4,"Setosa"
-4.6,3.6,1,.2,"Setosa"
-5.1,3.3,1.7,.5,"Setosa"
-4.8,3.4,1.9,.2,"Setosa"
-5,3,1.6,.2,"Setosa"
-5,3.4,1.6,.4,"Setosa"
-5.2,3.5,1.5,.2,"Setosa"
-5.2,3.4,1.4,.2,"Setosa"
-4.7,3.2,1.6,.2,"Setosa"
-4.8,3.1,1.6,.2,"Setosa"
-5.4,3.4,1.5,.4,"Setosa"
-5.2,4.1,1.5,.1,"Setosa"
-5.5,4.2,1.4,.2,"Setosa"
-4.9,3.1,1.5,.2,"Setosa"
-5,3.2,1.2,.2,"Setosa"
-5.5,3.5,1.3,.2,"Setosa"
-4.9,3.6,1.4,.1,"Setosa"
-4.4,3,1.3,.2,"Setosa"
-5.1,3.4,1.5,.2,"Setosa"
-5,3.5,1.3,.3,"Setosa"
-4.5,2.3,1.3,.3,"Setosa"
-4.4,3.2,1.3,.2,"Setosa"
-5,3.5,1.6,.6,"Setosa"
-5.1,3.8,1.9,.4,"Setosa"
-4.8,3,1.4,.3,"Setosa"
-5.1,3.8,1.6,.2,"Setosa"
-4.6,3.2,1.4,.2,"Setosa"
-5.3,3.7,1.5,.2,"Setosa"
-5,3.3,1.4,.2,"Setosa"
-7,3.2,4.7,1.4,"Versicolor"
-6.4,3.2,4.5,1.5,"Versicolor"
-6.9,3.1,4.9,1.5,"Versicolor"
-5.5,2.3,4,1.3,"Versicolor"
-6.5,2.8,4.6,1.5,"Versicolor"
-5.7,2.8,4.5,1.3,"Versicolor"
-6.3,3.3,4.7,1.6,"Versicolor"
-4.9,2.4,3.3,1,"Versicolor"
-6.6,2.9,4.6,1.3,"Versicolor"
-5.2,2.7,3.9,1.4,"Versicolor"
-5,2,3.5,1,"Versicolor"
-5.9,3,4.2,1.5,"Versicolor"
-6,2.2,4,1,"Versicolor"
-6.1,2.9,4.7,1.4,"Versicolor"
-5.6,2.9,3.6,1.3,"Versicolor"
-6.7,3.1,4.4,1.4,"Versicolor"
-5.6,3,4.5,1.5,"Versicolor"
-5.8,2.7,4.1,1,"Versicolor"
-6.2,2.2,4.5,1.5,"Versicolor"
-5.6,2.5,3.9,1.1,"Versicolor"
-5.9,3.2,4.8,1.8,"Versicolor"
-6.1,2.8,4,1.3,"Versicolor"
-6.3,2.5,4.9,1.5,"Versicolor"
-6.1,2.8,4.7,1.2,"Versicolor"
-6.4,2.9,4.3,1.3,"Versicolor"
-6.6,3,4.4,1.4,"Versicolor"
-6.8,2.8,4.8,1.4,"Versicolor"
-6.7,3,5,1.7,"Versicolor"
-6,2.9,4.5,1.5,"Versicolor"
-5.7,2.6,3.5,1,"Versicolor"
-5.5,2.4,3.8,1.1,"Versicolor"
-5.5,2.4,3.7,1,"Versicolor"
-5.8,2.7,3.9,1.2,"Versicolor"
-6,2.7,5.1,1.6,"Versicolor"
-5.4,3,4.5,1.5,"Versicolor"
-6,3.4,4.5,1.6,"Versicolor"
-6.7,3.1,4.7,1.5,"Versicolor"
-6.3,2.3,4.4,1.3,"Versicolor"
-5.6,3,4.1,1.3,"Versicolor"
-5.5,2.5,4,1.3,"Versicolor"
-5.5,2.6,4.4,1.2,"Versicolor"
-6.1,3,4.6,1.4,"Versicolor"
-5.8,2.6,4,1.2,"Versicolor"
-5,2.3,3.3,1,"Versicolor"
-5.6,2.7,4.2,1.3,"Versicolor"
-5.7,3,4.2,1.2,"Versicolor"
-5.7,2.9,4.2,1.3,"Versicolor"
-6.2,2.9,4.3,1.3,"Versicolor"
-5.1,2.5,3,1.1,"Versicolor"
-5.7,2.8,4.1,1.3,"Versicolor"
-6.3,3.3,6,2.5,"Virginica"
-5.8,2.7,5.1,1.9,"Virginica"
-7.1,3,5.9,2.1,"Virginica"
-6.3,2.9,5.6,1.8,"Virginica"
-6.5,3,5.8,2.2,"Virginica"
-7.6,3,6.6,2.1,"Virginica"
-4.9,2.5,4.5,1.7,"Virginica"
-7.3,2.9,6.3,1.8,"Virginica"
-6.7,2.5,5.8,1.8,"Virginica"
-7.2,3.6,6.1,2.5,"Virginica"
-6.5,3.2,5.1,2,"Virginica"
-6.4,2.7,5.3,1.9,"Virginica"
-6.8,3,5.5,2.1,"Virginica"
-5.7,2.5,5,2,"Virginica"
-5.8,2.8,5.1,2.4,"Virginica"
-6.4,3.2,5.3,2.3,"Virginica"
-6.5,3,5.5,1.8,"Virginica"
-7.7,3.8,6.7,2.2,"Virginica"
-7.7,2.6,6.9,2.3,"Virginica"
-6,2.2,5,1.5,"Virginica"
-6.9,3.2,5.7,2.3,"Virginica"
-5.6,2.8,4.9,2,"Virginica"
-7.7,2.8,6.7,2,"Virginica"
-6.3,2.7,4.9,1.8,"Virginica"
-6.7,3.3,5.7,2.1,"Virginica"
-7.2,3.2,6,1.8,"Virginica"
-6.2,2.8,4.8,1.8,"Virginica"
-6.1,3,4.9,1.8,"Virginica"
-6.4,2.8,5.6,2.1,"Virginica"
-7.2,3,5.8,1.6,"Virginica"
-7.4,2.8,6.1,1.9,"Virginica"
-7.9,3.8,6.4,2,"Virginica"
-6.4,2.8,5.6,2.2,"Virginica"
-6.3,2.8,5.1,1.5,"Virginica"
-6.1,2.6,5.6,1.4,"Virginica"
-7.7,3,6.1,2.3,"Virginica"
-6.3,3.4,5.6,2.4,"Virginica"
-6.4,3.1,5.5,1.8,"Virginica"
-6,3,4.8,1.8,"Virginica"
-6.9,3.1,5.4,2.1,"Virginica"
-6.7,3.1,5.6,2.4,"Virginica"
-6.9,3.1,5.1,2.3,"Virginica"
-5.8,2.7,5.1,1.9,"Virginica"
-6.8,3.2,5.9,2.3,"Virginica"
-6.7,3.3,5.7,2.5,"Virginica"
-6.7,3,5.2,2.3,"Virginica"
-6.3,2.5,5,1.9,"Virginica"
-6.5,3,5.2,2,"Virginica"
-6.2,3.4,5.4,2.3,"Virginica"
-5.9,3,5.1,1.8,"Virginica"
\ No newline at end of file
diff --git a/tests/iris/iris.pkl b/tests/iris/iris.pkl
deleted file mode 100644
index cf2d521581ec57be284bb87b75316940c16fdcb7..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001
literal 2047
zcmZo*naan+00upx#o0NjiA8yOB}J*Jdhy9QiN(dK#Z!93TvC%Wi!<}{LW)vTok60R
zX_=`-QzlQ*Y@AX%MWcr^xhS(FwJ0+`Z%PkKdS+hclpc=af}G5flGLIpJuFG7#U)dE
zICB##;!{!!N;0N+GxrGQX6D5gC*~I9q!!16)lTtd>JdN|%}Gs6o8rybBLNaDPt8ov
zD2Y!iN=z=v%+HGlOS*&I&A`CW!viurEj6*Ev?#TBieC>Oh!0W|pO>Ek7U3yM%uC77
zjV~@qEJ>Z>*CPrtH8Z!Mv?#NrGCn0WxhOTUICTn=kzoJFLoA-+*Tb2dTo9j_Q;?B}
zq=+vs9%gHNW?uXhZ<Zdey!iaml7iBb;&_njIl#uG7ROKN5zfj_%E?U9%PY+-sEjYj
zOwP_pozf%d2jV&w6(v@N7bO-HAO|c*acL4*|CAn9u&yaR?0G4PAhlB_Pw8PT&PXgs
zo#M^hI;Dp-zbFM1+KkRqdRS9RDhpDlWXQl+lc)4BhZ-79@n-O5Y@ZS|MZ=r9htXz=
zpP!$%fj5gcN6D0=9<Ickoc!|m+}y;1DIKLrN(>AP!3+!xsSFGZB@7G<`3wvU#S9D#
zi3|)3AURmj!)TCL7*u@`RBa{$14A-YZw{0O$$`{@Fi1T}4M;4Vfq?<U&V$k*eaLoA
z-3PS^6u{sx0f(t5I9T+O^NUjTa!YecG9iJ}!&aP}n3D)fqZz6_OqmwQUeD0<^Yioi
z|NsAgFyYNmG9}5GgBfc6l(s2BQ+jwo2?!pwpm=2k<%;+zJwm9t1SC48hXs^1rc9pV
z&5|Jj$rKsV8FCr&-i)nNG88kEGL$onGPFBNlVG+?4Pb=W2Z@l{DH<7^-poB*pyV2#
zoL`z(GR2#-hZV#vo`Pm3C)`Zc9_BDpGi1N@FxE`*)9B&KNlhz>PtM59Ntx2aT?EcM
zP#!zfS5ta8OEQX5i!<^;YB*q7VM-5Q9yrs$a_5vDaY!CWO^HX7DFNmF3~%B>*qfnk
zN`_BHm^Vk;lnmdDFmHjjDH(nsy=eqv$6KOpN``+%thYkjl#GCkFmH{vDH(wovEBx4
zQ%b!pycxX(N~R=%0~i{t4A4RiPBSntoH%oa#o<vB)1Cy+r}pKL;D?Y0VjV!q0U7^;
zav%yA4nS!JO&9}2H@G;!B9slpXJBA}@gdwl_D!?6F1DS&Z|?^YfRGKr4lEEB11pq<
zxtD=~;li0S!VVDOGxiz~29$Im=*|n9r<O-rueAr|FQ_I41_noh`ecq5${a7eV-NEO
zM6ZMcJA}c&0i}`LS&)_{><}=`r{s^#Dtk4kJcM#4+CJ3q;vlFGVm<?dGK>MD8yp>`
z>VO!ax`3@LF{d;YGuL=CdNa4fa$_twv4FKSxIhEj2}-*{Xt+376&3<bJxoP|BSb%g
z2$Y6OG&n%{AMBwbFbXOz0HtBVP<0J3d(gxg7|_&1<w1d=0A-gZ^$5g63#|CE)FMzV
RKBb4%P|rZmXi9049spa?ZJ_`F
diff --git a/tests/iris/iris.txt b/tests/iris/iris.txt
deleted file mode 100644
index d356f5d..0000000
--- a/tests/iris/iris.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-sepal.length,Categorical,7.6,6.8,7.1,4.9,4.4,6.2,6,7.3,5.9,7.4,5.2,5.6,4.8,6.5,5.5,4.6,6.6,6.4,7,4.5,7.2,5.1,5.8,5.3,6.9,6.1,6.7,4.7,7.7,6.3,5.7,7.9,5.4,4.3,5
-sepal.width,Categorical,4.2,4.4,3.1,2.4,2.9,2,3.8,4.1,4,3.2,2.7,3.3,2.2,2.5,2.3,3.6,3.5,3.9,2.8,2.6,3.7,3,3.4
-petal.length,Categorical,4.2,4.9,4.4,6,5.9,5.2,5.6,4.8,1,5.5,4.6,6.6,1.1,3.8,1.5,6.4,4.1,4,4.5,1.6,3.3,1.4,5.1,1.7,5.8,3.5,3.6,5.3,1.9,6.9,6.1,6.7,4.7,3.9,1.2,1.3,6.3,5.7,3.7,5.4,3,4.3,5
-petal.width,Categorical,2.4,.2,1,2,1.1,1.5,.6,.5,2.2,.3,1.6,1.4,2.5,1.7,2.3,1.8,2.1,1.9,1.2,1.3,.1,.4
\ No newline at end of file
diff --git a/tests/iris/iris01.json b/tests/iris/iris01.json
deleted file mode 100644
index 59c0840..0000000
--- a/tests/iris/iris01.json
+++ /dev/null
@@ -1,4 +0,0 @@
-{"sepal.length":4.9,
-"sepal.width":3,
-"petal.length":1.4,
-"petal.width":0.2}
diff --git a/tests/iris/iris2.pkl b/tests/iris/iris2.pkl
deleted file mode 100644
index cf2d521581ec57be284bb87b75316940c16fdcb7..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001
literal 2047
zcmZo*naan+00upx#o0NjiA8yOB}J*Jdhy9QiN(dK#Z!93TvC%Wi!<}{LW)vTok60R
zX_=`-QzlQ*Y@AX%MWcr^xhS(FwJ0+`Z%PkKdS+hclpc=af}G5flGLIpJuFG7#U)dE
zICB##;!{!!N;0N+GxrGQX6D5gC*~I9q!!16)lTtd>JdN|%}Gs6o8rybBLNaDPt8ov
zD2Y!iN=z=v%+HGlOS*&I&A`CW!viurEj6*Ev?#TBieC>Oh!0W|pO>Ek7U3yM%uC77
zjV~@qEJ>Z>*CPrtH8Z!Mv?#NrGCn0WxhOTUICTn=kzoJFLoA-+*Tb2dTo9j_Q;?B}
zq=+vs9%gHNW?uXhZ<Zdey!iaml7iBb;&_njIl#uG7ROKN5zfj_%E?U9%PY+-sEjYj
zOwP_pozf%d2jV&w6(v@N7bO-HAO|c*acL4*|CAn9u&yaR?0G4PAhlB_Pw8PT&PXgs
zo#M^hI;Dp-zbFM1+KkRqdRS9RDhpDlWXQl+lc)4BhZ-79@n-O5Y@ZS|MZ=r9htXz=
zpP!$%fj5gcN6D0=9<Ickoc!|m+}y;1DIKLrN(>AP!3+!xsSFGZB@7G<`3wvU#S9D#
zi3|)3AURmj!)TCL7*u@`RBa{$14A-YZw{0O$$`{@Fi1T}4M;4Vfq?<U&V$k*eaLoA
z-3PS^6u{sx0f(t5I9T+O^NUjTa!YecG9iJ}!&aP}n3D)fqZz6_OqmwQUeD0<^Yioi
z|NsAgFyYNmG9}5GgBfc6l(s2BQ+jwo2?!pwpm=2k<%;+zJwm9t1SC48hXs^1rc9pV
z&5|Jj$rKsV8FCr&-i)nNG88kEGL$onGPFBNlVG+?4Pb=W2Z@l{DH<7^-poB*pyV2#
zoL`z(GR2#-hZV#vo`Pm3C)`Zc9_BDpGi1N@FxE`*)9B&KNlhz>PtM59Ntx2aT?EcM
zP#!zfS5ta8OEQX5i!<^;YB*q7VM-5Q9yrs$a_5vDaY!CWO^HX7DFNmF3~%B>*qfnk
zN`_BHm^Vk;lnmdDFmHjjDH(nsy=eqv$6KOpN``+%thYkjl#GCkFmH{vDH(wovEBx4
zQ%b!pycxX(N~R=%0~i{t4A4RiPBSntoH%oa#o<vB)1Cy+r}pKL;D?Y0VjV!q0U7^;
zav%yA4nS!JO&9}2H@G;!B9slpXJBA}@gdwl_D!?6F1DS&Z|?^YfRGKr4lEEB11pq<
zxtD=~;li0S!VVDOGxiz~29$Im=*|n9r<O-rueAr|FQ_I41_noh`ecq5${a7eV-NEO
zM6ZMcJA}c&0i}`LS&)_{><}=`r{s^#Dtk4kJcM#4+CJ3q;vlFGVm<?dGK>MD8yp>`
z>VO!ax`3@LF{d;YGuL=CdNa4fa$_twv4FKSxIhEj2}-*{Xt+376&3<bJxoP|BSb%g
z2$Y6OG&n%{AMBwbFbXOz0HtBVP<0J3d(gxg7|_&1<w1d=0A-gZ^$5g63#|CE)FMzV
RKBb4%P|rZmXi9049spa?ZJ_`F
diff --git a/tests/iris/iris_00000.txt b/tests/iris/iris_00000.txt
deleted file mode 100644
index 108004d..0000000
--- a/tests/iris/iris_00000.txt
+++ /dev/null
@@ -1 +0,0 @@
-sepal.length=4.3,sepal.width=2.0,petal.length=1.0,petal.width=0.1
\ No newline at end of file
diff --git a/tests/zoo/inst/zoo_00.inst b/tests/zoo/inst/zoo_00.inst
deleted file mode 100644
index 8d6abc5..0000000
--- a/tests/zoo/inst/zoo_00.inst
+++ /dev/null
@@ -1 +0,0 @@
-f0=1,f1=0,f1=0,f1=1,f1=0,f1=0,f1=1,f1=1,f1=1,f1=1,f1=0,f1=0,f1=4,f1=0,f1=0,f1=1
\ No newline at end of file
diff --git a/tests/zoo/inst/zoo_01.inst b/tests/zoo/inst/zoo_01.inst
deleted file mode 100644
index 4a6df51..0000000
--- a/tests/zoo/inst/zoo_01.inst
+++ /dev/null
@@ -1 +0,0 @@
-1,0,0,1,0,0,0,1,1,1,0,0,4,1,0,1
\ No newline at end of file
diff --git a/tests/zoo/inst/zoo_02.inst b/tests/zoo/inst/zoo_02.inst
deleted file mode 100644
index d72c0ae..0000000
--- a/tests/zoo/inst/zoo_02.inst
+++ /dev/null
@@ -1 +0,0 @@
-0,0,1,0,0,1,1,1,1,0,0,1,0,1,0,0
\ No newline at end of file
diff --git a/tests/zoo/inst/zoo_11.inst b/tests/zoo/inst/zoo_11.inst
deleted file mode 100644
index 0fa9d7c..0000000
--- a/tests/zoo/inst/zoo_11.inst
+++ /dev/null
@@ -1 +0,0 @@
-0,1,1,0,1,0,0,0,1,1,0,0,2,1,1,0
\ No newline at end of file
diff --git a/tests/zoo/zoo.csv b/tests/zoo/zoo.csv
deleted file mode 100644
index 7eb9774..0000000
--- a/tests/zoo/zoo.csv
+++ /dev/null
@@ -1,102 +0,0 @@
-hair,feathers,eggs,milk,airborne,aquatic,predator,toothed,backbone,breathes,venomous,fins,legs,tail,domestic,catsize,class_type
-1,0,0,1,0,0,1,1,1,1,0,0,4,0,0,1,mammal
-1,0,0,1,0,0,0,1,1,1,0,0,4,1,0,1,mammal
-0,0,1,0,0,1,1,1,1,0,0,1,0,1,0,0,fish
-1,0,0,1,0,0,1,1,1,1,0,0,4,0,0,1,mammal
-1,0,0,1,0,0,1,1,1,1,0,0,4,1,0,1,mammal
-1,0,0,1,0,0,0,1,1,1,0,0,4,1,0,1,mammal
-1,0,0,1,0,0,0,1,1,1,0,0,4,1,1,1,mammal
-0,0,1,0,0,1,0,1,1,0,0,1,0,1,1,0,fish
-0,0,1,0,0,1,1,1,1,0,0,1,0,1,0,0,fish
-1,0,0,1,0,0,0,1,1,1,0,0,4,0,1,0,mammal
-1,0,0,1,0,0,1,1,1,1,0,0,4,1,0,1,mammal
-0,1,1,0,1,0,0,0,1,1,0,0,2,1,1,0,bird
-0,0,1,0,0,1,1,1,1,0,0,1,0,1,0,0,fish
-0,0,1,0,0,0,1,0,0,0,0,0,0,0,0,0,invertebrate
-0,0,1,0,0,1,1,0,0,0,0,0,4,0,0,0,invertebrate
-0,0,1,0,0,1,1,0,0,0,0,0,6,0,0,0,invertebrate
-0,1,1,0,1,0,1,0,1,1,0,0,2,1,0,0,bird
-1,0,0,1,0,0,0,1,1,1,0,0,4,1,0,1,mammal
-0,0,1,0,0,1,1,1,1,0,0,1,0,1,0,1,fish
-0,0,0,1,0,1,1,1,1,1,0,1,0,1,0,1,mammal
-0,1,1,0,1,0,0,0,1,1,0,0,2,1,1,0,bird
-0,1,1,0,1,1,0,0,1,1,0,0,2,1,0,0,bird
-1,0,0,1,0,0,0,1,1,1,0,0,4,1,0,1,mammal
-0,1,1,0,1,0,0,0,1,1,0,0,2,1,0,1,bird
-0,0,1,0,0,0,0,0,0,1,0,0,6,0,0,0,bug
-0,0,1,0,0,1,1,1,1,1,0,0,4,0,0,0,amphibian
-0,0,1,0,0,1,1,1,1,1,1,0,4,0,0,0,amphibian
-1,0,0,1,1,0,0,1,1,1,0,0,2,1,0,0,mammal
-1,0,0,1,0,0,0,1,1,1,0,0,4,1,0,1,mammal
-1,0,0,1,0,0,1,1,1,1,0,0,2,0,1,1,mammal
-0,0,1,0,1,0,0,0,0,1,0,0,6,0,0,0,bug
-1,0,0,1,0,0,0,1,1,1,0,0,4,1,1,1,mammal
-1,0,0,1,0,0,0,1,1,1,0,0,2,0,0,1,mammal
-0,1,1,0,1,1,1,0,1,1,0,0,2,1,0,0,bird
-0,0,1,0,0,1,0,1,1,0,0,1,0,1,0,0,fish
-1,0,0,1,0,0,0,1,1,1,0,0,4,1,1,0,mammal
-1,0,0,1,0,0,0,1,1,1,0,0,4,1,0,0,mammal
-0,1,1,0,1,0,1,0,1,1,0,0,2,1,0,0,bird
-0,0,1,0,0,1,1,1,1,0,0,1,0,1,0,0,fish
-1,0,1,0,1,0,0,0,0,1,1,0,6,0,1,0,bug
-1,0,1,0,1,0,0,0,0,1,0,0,6,0,0,0,bug
-0,1,1,0,0,0,1,0,1,1,0,0,2,1,0,0,bird
-0,0,1,0,1,0,1,0,0,1,0,0,6,0,0,0,bug
-0,1,1,0,1,0,0,0,1,1,0,0,2,1,0,0,bird
-1,0,0,1,0,0,1,1,1,1,0,0,4,1,0,1,mammal
-1,0,0,1,0,0,1,1,1,1,0,0,4,1,0,1,mammal
-0,0,1,0,0,1,1,0,0,0,0,0,6,0,0,0,invertebrate
-1,0,0,1,0,0,1,1,1,1,0,0,4,1,0,1,mammal
-1,0,0,1,0,1,1,1,1,1,0,0,4,1,0,1,mammal
-1,0,0,1,0,0,1,1,1,1,0,0,4,1,0,0,mammal
-1,0,0,1,0,0,1,1,1,1,0,0,4,1,0,1,mammal
-1,0,1,0,1,0,0,0,0,1,0,0,6,0,0,0,bug
-0,0,1,0,0,1,1,1,1,1,0,0,4,1,0,0,amphibian
-0,0,1,0,0,1,1,0,0,0,0,0,8,0,0,1,invertebrate
-1,0,0,1,0,0,1,1,1,1,0,0,4,1,0,0,mammal
-1,0,0,1,0,0,0,1,1,1,0,0,4,1,0,1,mammal
-0,1,1,0,0,0,0,0,1,1,0,0,2,1,0,1,bird
-0,1,1,0,1,0,0,0,1,1,0,0,2,1,1,0,bird
-0,1,1,0,0,1,1,0,1,1,0,0,2,1,0,1,bird
-0,1,1,0,1,0,0,0,1,1,0,0,2,1,0,0,bird
-0,0,1,0,0,1,1,1,1,0,0,1,0,1,0,1,fish
-0,0,1,0,0,1,1,1,1,0,0,1,0,1,0,0,fish
-0,0,1,0,0,0,1,1,1,1,1,0,0,1,0,0,reptile
-1,0,1,1,0,1,1,0,1,1,0,0,4,1,0,1,mammal
-1,0,0,1,0,0,1,1,1,1,0,0,4,1,0,1,mammal
-1,0,0,1,0,0,0,1,1,1,0,0,4,1,1,1,mammal
-0,0,0,1,0,1,1,1,1,1,0,1,0,1,0,1,mammal
-1,0,0,1,0,0,1,1,1,1,0,0,4,1,0,1,mammal
-1,0,0,1,0,0,1,1,1,1,0,0,4,1,1,1,mammal
-1,0,0,1,0,0,1,1,1,1,0,0,4,1,0,1,mammal
-1,0,0,1,0,0,0,1,1,1,0,0,4,1,1,1,mammal
-0,1,1,0,0,0,1,0,1,1,0,0,2,1,0,1,bird
-0,0,0,0,0,0,1,0,0,1,1,0,8,1,0,0,invertebrate
-0,0,1,0,0,1,0,1,1,0,0,1,0,1,0,0,fish
-1,0,0,1,0,1,1,1,1,1,0,1,0,0,0,1,mammal
-1,0,0,1,0,1,1,1,1,1,0,1,2,1,0,1,mammal
-0,0,0,0,0,1,1,1,1,0,1,0,0,1,0,0,reptile
-0,0,1,0,0,1,1,0,0,0,1,0,0,0,0,0,invertebrate
-0,1,1,0,1,1,1,0,1,1,0,0,2,1,0,0,bird
-0,1,1,0,1,1,1,0,1,1,0,0,2,1,0,0,bird
-0,0,1,0,0,0,1,1,1,1,0,0,0,1,0,0,reptile
-0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,invertebrate
-0,0,1,0,0,1,0,1,1,0,0,1,0,1,0,0,fish
-0,1,1,0,1,0,0,0,1,1,0,0,2,1,0,0,bird
-1,0,0,1,0,0,0,1,1,1,0,0,2,1,0,0,mammal
-0,0,1,0,0,1,1,0,0,0,0,0,5,0,0,0,invertebrate
-0,0,1,0,0,1,1,1,1,0,1,1,0,1,0,1,fish
-0,1,1,0,1,1,0,0,1,1,0,0,2,1,0,1,bird
-0,0,1,0,0,0,0,0,0,1,0,0,6,0,0,0,bug
-0,0,1,0,0,1,0,1,1,1,0,0,4,0,0,0,amphibian
-0,0,1,0,0,0,0,0,1,1,0,0,4,1,0,1,reptile
-0,0,1,0,0,0,1,1,1,1,0,0,4,1,0,0,reptile
-0,0,1,0,0,1,1,1,1,0,0,1,0,1,0,1,fish
-1,0,0,1,1,0,0,1,1,1,0,0,2,1,0,0,mammal
-1,0,0,1,0,0,0,1,1,1,0,0,4,1,0,0,mammal
-0,1,1,0,1,0,1,0,1,1,0,0,2,1,0,1,bird
-1,0,0,1,0,0,0,1,1,1,0,0,2,1,0,1,mammal
-1,0,1,0,1,0,0,0,0,1,1,0,6,0,0,0,bug
-1,0,0,1,0,0,1,1,1,1,0,0,4,1,0,1,mammal
-0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,invertebrate
-0,1,1,0,1,0,0,0,1,1,0,0,2,1,0,0,bird
\ No newline at end of file
diff --git a/tests/zoo/zoo.dt b/tests/zoo/zoo.dt
deleted file mode 100644
index a1ee642..0000000
--- a/tests/zoo/zoo.dt
+++ /dev/null
@@ -1,85 +0,0 @@
-41
-1
-I 1 2 3 6 9 10 12 14 17 18 20 21 22 24 28 30 33 35 37 38
-T 4 5 7 8 11 13 15 16 19 23 25 26 27 29 31 32 34 36 39 40 41
-4 T bug
-5 T mammal
-7 T bird
-8 T bug
-11 T mammal
-13 T fish
-15 T bird
-16 T reptile
-19 T mammal
-23 T reptile
-25 T reptile
-26 T bird
-27 T fish
-29 T amphibian
-31 T amphibian
-32 T reptile
-34 T invertebrate
-36 T invertebrate
-39 T invertebrate
-40 T bug
-41 T invertebrate
-1 f4 0 2
-1 f4 1 9
-2 f0 0 3
-2 f0 1 6
-3 f10 0 4
-3 f10 1 5
-6 f12 1 7
-6 f12 5 7
-6 f12 9 7
-6 f12 11 7
-6 f12 3 8
-6 f12 7 8
-9 f15 0 10
-9 f15 1 17
-10 f3 0 11
-10 f3 1 12
-12 f11 0 13
-12 f11 1 14
-14 f12 1 15
-14 f12 9 15
-14 f12 3 16
-14 f12 5 16
-14 f12 7 16
-14 f12 11 16
-17 f8 0 18
-17 f8 1 33
-18 f0 0 19
-18 f0 1 20
-20 f12 1 21
-20 f12 9 21
-20 f12 3 28
-20 f12 5 28
-20 f12 7 28
-20 f12 11 28
-21 f6 0 22
-21 f6 1 27
-22 f10 0 23
-22 f10 1 24
-24 f12 9 25
-24 f12 1 26
-24 f12 3 26
-24 f12 5 26
-24 f12 7 26
-24 f12 11 26
-28 f10 0 29
-28 f10 1 30
-30 f5 0 31
-30 f5 1 32
-33 f5 0 34
-33 f5 1 35
-35 f13 0 36
-35 f13 1 37
-37 f9 0 38
-37 f9 1 41
-38 f12 1 39
-38 f12 5 39
-38 f12 9 39
-38 f12 11 39
-38 f12 3 40
-38 f12 7 40
diff --git a/tests/zoo/zoo.json b/tests/zoo/zoo.json
deleted file mode 100644
index 506568b..0000000
--- a/tests/zoo/zoo.json
+++ /dev/null
@@ -1,18 +0,0 @@
-{
-"hair":1,
-"feathers":0,
-"eggs":0,
-"milk":1,
-"airborne":0,
-"aquatic":0,
-"predator":0,
-"toothed":1,
-"backbone":1,
-"breathes":1,
-"venomous":0,
-"fins":0,
-"legs":6,
-"tail":1,
-"domestic":0,
-"catsize":1
-}
diff --git a/tests/zoo/zoo.map b/tests/zoo/zoo.map
deleted file mode 100644
index 89838b1..0000000
--- a/tests/zoo/zoo.map
+++ /dev/null
@@ -1,38 +0,0 @@
-Categorical
-16
-f0 0 =1
-f0 1 =0
-f1 0 =1
-f1 1 =0
-f2 0 =1
-f2 1 =0
-f3 0 =1
-f3 1 =0
-f4 0 =1
-f4 1 =0
-f5 0 =1
-f5 1 =0
-f6 0 =1
-f6 1 =0
-f7 0 =1
-f7 1 =0
-f8 0 =1
-f8 1 =0
-f9 0 =1
-f9 1 =0
-f10 0 =1
-f10 1 =0
-f11 0 =1
-f11 1 =0
-f12 1 =2
-f12 3 =6
-f12 5 =5
-f12 7 =8
-f12 9 =0
-f12 11 =4
-f13 0 =1
-f13 1 =0
-f14 0 =1
-f14 1 =0
-f15 0 =1
-f15 1 =0
diff --git a/tests/zoo/zoo.pkl b/tests/zoo/zoo.pkl
deleted file mode 100644
index edfd6540dd861d1260292b0bce1efe6d6a809461..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001
literal 2303
zcmZo*naan+00upx#o0NjiA8yOB}J*Jdhy9QiN(dK#Z!93TvC%Wi!<}{LW)vTok60R
zX_=`-QzlQ*Y@AX%MWcr^xhS(FwJ0+`Z%PkKdS+hclpc=af}G5flGLIpJuFG7#U)dE
zICB##;!{!!N;0N+GxrGQX6D5gC*~I9q!!16)lTtd>JdN|%}Gs6o8rybBLNaDPt8ov
zD2Y!iN=z=v%+HGlOS*&I&A`CW!viurEj6*Ev?#TBieC>Oh!0W|pO>Ek7U3yM%uC77
zjV~@qEJ>Z>*CPrtH8Z!Mv?#NrGCn0WxhOTUICTn=kzoJFLoA-+*Tb2dTo9j_Q;?B}
zq=+vs9%gHNW?uXhZ-E}Jy!iaml7iBb;&_njIl#uG7ROKN5zfj_%E?U9%PY+-sEjYj
zOwP_pozf%d2jV&w6(v@N7bO-HAO|c*acL4*|CAn9u&yaR?0G4PAhlB_Pw8PT&PXgs
zo#M^jI;Dp-zbFM1+KkRqdRS9RDhpDlWXQl+lc)4BhZ-79@n-O5Y@ZS|MZ=r9htXz=
zpP!$%fj5gcN6D0=9<Ickoc!|m+}y;1DIKLri3|)3xeN>p1q=)f84L^znG6gJNl+Rj
zmj?@bC=HV<VqjoMfr{ayK<Y~w7#Py=DMFG<gW6pTbq|shRwl^3AUBpVFfgPtFff4J
zRRU#$>;~~c{(y;r{0icOXb=XmbFi8W5d`T6nF|UZkQpHRK<Yta5EZE8)O}DsD1m_E
z6r3hR!O^OhoL`ixms^@sk_n029=77-#GFJ>9?MYeVal{Xj=Bs@KR-XO|NsC02NT{5
zB~y}|IoP4*PidPHG^K|ZlmXyL6O=AlLAg49N{<j~E(eKD>0tq7?J1L|cnf4mKr(fP
zbcS4pyf<U(lnliTr3~c^qYUki(j=HIQv(<w_CXR<?G%j+PH*NOE>L!hPtGsRE1BZW
z-opyw7EeJllO1lRY7cXmsTs20dKhb__-XWT<)o&S#3yHD=A=yN;VuH_eJGC|>Z>U|
zoFy4Wsl^%jAT=DYtURTMFAtpQVWrEI9&tz>PECnNlPLj}UK!rRg|Ih6+msBSj4*GG
zwka9D8DZW6ZBsJ*Kzh>%#*Vi{+msCdj971lwka6_8DZWUZBsG=Gh)3B+NP9xTX-{i
z3zSSr0tYZOSQ*$L!OOr5r6JS<`;;XA;=iG<?DZi65VFDD0a}PNutG!_VCF!$59}w*
zTf67<t(W#n5CJIZ=m0aH1uDV;r6JS<`@Y8(eUB|(+DkwLprnNZDET4de^3ro!2t;U
zz@7)ffRY*n^;v=~d_uB5s09pMFb0@bA!r|183O|YFN^`EwH&7EfEf%7J#1x(Ii;zX
zso0y*o4p;DJ7U3+2hqae0HIZ&v;>qEfYLC&7L+dnrHR!CF`a<{T^~#wW<I)oFnO3h
z7#~K%^x@*e#9{7)@nJN~J{TWHquU1y7nnS?XjphMFicf|npv9EBM=WQ@Z!r-i$JZI
QDLt%)dIow%Q%aNc0FKT|f&c&j
--
GitLab