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Summary: CART building program
-desc <ifile> Field description file
-data <ifile> Datafile, one vector per line
-stop <int> {50} Minimum number of examples for leaf nodes
-test <ifile> Datafile to test tree on
-frs <float> {10} Float range split, number of partitions to
split a float feature range into
-dlist Build a decision list (rather than tree)
-dtree Build a decision tree (rather than list) default
-output <ofile>
-o <ofile> File to save output tree in
-distmatrix <ifile>
A distance matrix for clustering
-unittracks <ifile>
dir with unit tracks in it
-quiet No questions printed during building
-verbose Lost of information printing during build
-predictee <string>
name of field to predict (default is first field)
-ignore <string>
Filename or bracket list of fields to ignore
-count_field <string>
Name of field containing count weight for samples
-stepwise Incrementally find best features
-swlimit <float> {0.0}
Percentage necessary improvement for stepwise
-swopt <string> Parameter to optimize for stepwise, for
classification options are correct or entropy
for regression options are rmse or correlation
correct and correlation are the defaults
-balance <float> For derived stop size, if dataset at node, divided
by balance is greater than stop it is used as stop
if balance is 0 (default) always use stop as is.
-held_out <int> Percent to hold out for pruning
-heap <int> {210000}
Set size of Lisp heap, should not normally need
to be changed from its default, only with *very*
large description files (> 1M)
-noprune No (same class) pruning required
-held_out -balance -desc -data : missing description and/or datafile use -h for description of arguments -quiet -verbose -stop -noprune -predictee -count_field -swlimit -frs -swopt -output -o Wagon: can't open file " " for output -distmatrix Wagon: failed to load Distance Matrix from " "
-dlist -heap -ignore wagon: distance matrix is smaller than number of training elements
-unittracks %d / .unit -test -stepwise Wagon: unknown operation, not tree or list
could not open file w stderr (fread BUFFER FILE)
BUFFER is a string of length N, N bytes are read from FILE into
BUFFER. fread (fwrite BUFFER FILE)
Write BUFFER into FILE. fwrite (read)
Read next s-expression from stdin and return it. read (eof_val)
Returns symbol used to indicate end of file. May be used (with eq?)
to determine when end of file occurs while reading files. eof-val (print DATA)
Print DATA to stdout if textual form. Not a pretty printer. print (pprintf EXP [FD])
Pretty print EXP to FD, if FD is nil print to the screen. pprintf (printfp DATA FILEP)
Print DATA to file indicated by file pointer FILEP. File pointers are
are created by fopen. printfp (readfp FILEP)
Read and return next s-expression from file indicated by file pointer
FILEP. File pointers are created by fopen. readfp (terpri FILEP)
Print newline to FILEP, is FILEP is nil or not specified a newline it
is printed to stdout. terpri (fflush FILEP)
Flush FILEP. If FILEP is nil, then flush stdout. fflush (fopen FILENAME HOW)
Return file pointer for FILENAME opened in mode HOW. fopen (fclose FILEP)
Close filepoint FILEP. fclose (getc FILEP)
Get next character from FILEP. Character is returned as a number. If
FILEP is nil, or not specified input comes from stdin. getc (putc ECHAR FILEP)
Put ECHAR (a number) as a character to FILEP. If FILEP is nil or not
specified output goes to stdout. putc (puts STRING FILEP)
Write STRING (print name of symbol) to FILEP. If FILEP is nil or not
specified output goes to stdout. puts (ftell FILEP)
Returns position in file FILEP is currently pointing at. ftell (fseek FILEP OFFSET DIRECTION)
Position FILEP to OFFSET. If DIRECTION is 0 offset is from start of file.
If DIRECTION is 1, offset is from current position. If DIRECTION is
2 offset is from end of file. fseek (probe_file FILENAME)
Returns t if FILENAME exists and is readable, nil otherwise. probe_file (delete-file FILENAME)
Delete named file. delete-file (load FILENAME OPTION)
Load s-expressions in FILENAME. If OPTION is nil or unspecified evaluate
each s-expression in FILENAME as it is read, if OPTION is t, return them
unevaluated in a list. load (directory-entries DIRECTORY &opt NOFLAGDIR)
Return a list of the entries in the directory. If NOFLAGDIR is non-null
don't check to see which are directories. directory-entries (save-forms FILENAME FORMS HOW)
Save FORMS in FILENAME. If HOW is a appending FORMS to FILENAME,
or if HOW is w start from the beginning of FILENAME. save-forms not a file file is closed ../ ./ .. . not a string #<FILE %p > closing a file left open: %s
nil ( . ) %g #<SUBR(%d) #<CLOSURE #<%s %p> #<UNKNOWN %d %p> F`:wb a bad argument to save-forms appending saving forms to done.
loading rb - [tcp connection] tcp [url] not openable can't open " \ %c #<FILE %p J%d%%&''''''''(@)&@)@)@)](@)'... . %s t (assoc KEY A-LIST)
Return pair with KEY in A-LIST or nil. assoc (length LIST)
Return length of LIST, or 0 if LIST is not a list. length (flatten LIST)
Return flatend list (list of all atoms in LIST). flatten (assq ITEM ALIST)
Returns pairs from ALIST whose car is ITEM or nil if ITEM is not in ALIST. assq (delq ITEM LIST)
Destructively delete ITEM from LIST, returns LIST, if ITEM is not first
in LIST, cdr of LIST otherwise. If ITEM is not in LIST, LIST is
returned unchanged. delq (copy-list LIST)
Return new list with same members as LIST. copy-list (cons DATA1 DATA2)
Construct cons pair whose car is DATA1 and cdr is DATA2. cons (pair? DATA)
Returns t if DATA is a cons cell, nil otherwise. pair? (car DATA1)
Returns car of DATA1. If DATA1 is nil or a symbol, return nil. car (cdr DATA1)
Returns cdr of DATA1. If DATA1 is nil or a symbol, return nil. cdr (set-car! CONS1 DATA1)
Set car of CONS1 to be DATA1. Returns CONS1. If CONS1 not of type
consp an error is is given. This is a destructive operation. set-car! (set-cdr! CONS1 DATA1)
Set cdr of CONS1 to be DATA1. Returns CONS1. If CONS1 not of type
consp an error is is given. This is a destructive operation. set-cdr! (eq? DATA1 DATA2)
Returns t if DATA1 and DATA2 are the same object. eq? (eqv? DATA1 DATA2)
Returns t if DATA1 and DATA2 are the same object or equal numbers. eqv? (equal? A B)
t if s-expressions A and B are recursively equal, nil otherwise. equal? (not DATA)
Returns t if DATA is nil, nil otherwise. not (null? DATA)
Returns t if DATA is nil, nil otherwise. null? (reverse LIST)
Returns destructively reversed LIST. reverse (append LIST1 LIST2)
Returns LIST2 appended to LIST1, LIST1 is distroyed. append improper list to length wrong type of argument to length 57D7777777777776667wrong type of argument to cdr wrong type of argument to car wrong type of argument to setcdr wrong type of argument to setcar improper list to assq ;;u;;;;;;;;;;;;;;;;;;improper list to assoc (string-append STR1 STR2 ...)
Return a string made from the concatenation of the print names of STR1
STR2 ... string-append (string-length SYMBOL)
Return the number of characters in the print name of SYMBOL. string-length (print_string DATA)
Returns a string representing the printing of DATA. print_string (read-from-string SYMBOL)
Return first s-expression in print name of SYMBOL. read-from-string (downcase SYMBOL)
Returns a string with the downcased version of SYMBOL's printname. downcase (upcase SYMBOL)
Returns a string with the upcased version of SYMBOL's printname. upcase (string-matches ATOM REGEX)
Returns t if ATOM's printname matches the regular expression REGEX,
otherwise it returns nil. string-matches (string-equal ATOM1 ATOM2)
Returns t if ATOM's printname is equal to ATOM's print name, otherwise
it returns nil. string-equal (substring STRING START LENGTH)
Return a substring of STRING starting at START of length LENGTH. substring (string-before ATOM BEFORE)
Returns an atom whose printname is the substring of ATOM's printname
which appears before BEFORE. This is a wraparound for the EST_String.before
function in C++, and hence has the same conditions for boundary cases. string-before (string-after ATOM AFTER)
Returns an atom whose printname is the substring of ATOM's printname
which appears after AFTER. This is a wraparound for the EST_String.after
function in C++, and hence has the same conditions for boundary cases. string-after (symbolconc SYMBOL1 SYMBOL2 ...)
Form new symbol by concatenation of the print forms of each of SYMBOL1
SYMBOL2 etc. symbolconc (symbolexplode SYMBOL)
Returns list of atoms one for each character in the print name of SYMBOL. symbolexplode (parse-number SYMBOL)
Returns a number form a symbol or string whose print name is a number. parse-number (basename PATH SUFFIX)
Return a string with directory removed from basename. If SUFFIX is
specified remove that from end of PATH. Basically the same function
as the UNIX command of the same name. basename (path-is-filename PATHNAME)
Is PATH a non-directory name. path-is-filename (path-as-directory PATHNAME)
Return PATH as a directory name. path-as-directory (path-as-file PATHNAME)
Return PATH as a non-directory name. path-as-file (path-append DIRECTORY-PATH ADDITION1 ADDITION2 ...)
Return a the path for ADDITION in DIRECTORY. path-append (path-basename PATHNAME)
Return name part of PATH. path-basename (path-is-dirname PATHNAME)
Is PATH a directory name. path-is-dirname wrong type of argument(non-symbol) to symbolconc symbolconc buffer overflow not a string \([a-z]+\)://?\([^/:]+\)\(:\([0-9]+\)\)?\(.*\) file:.* [0-9]+\.[0-9]+\.[0-9]+\.[0-9]+ tcp can't find host can't create socket can't connect to host error talking to server error while reading from server mode not understood for - - mode not understood oops! null strlen
file file: http :// GET HTTP/1.0
HTTP/%f %d HTTP error Location: %s redirect to ' '
Redirection to no loction redirection to bad URL rb Write to HTTP url not yet implemented ftp : [ ],( )
THash: no item labelled " " DUMMY quote eof %g param not of type float not of type int SIODHEAPSIZE ( (( )) ) guess -C 6? ( ) (( ) ([WImpurity unset]) WImpurity: no value currently set
WImpurity: cannot cumulate EST_Val type WImpurity: can't measure unset object .*[()'";.,
].* = > < is \ " matches in ( NdUnknown test operator "X6count ignore predictee " " can't be ignored
_other_ binary cluster float Unknown type " " for field number in description file " predictee field " " not found in description <<TLIST>> Attempt to resize Sub-Vector Attempt to resize vector to negative size: %d integrity: p_memory= fatal value!!!
EST_TList: error: tried to add list to itself
x` @x`stopped samples: impurity: @x D;; Right cluster ( %) mean ranking mean distance Right cluster Y@ @;; entropy perplexity entropy @;; RMSE Correlation is Mean (abs) Error ) RMSE rmse FEATURE %d %s: %2.4f
Bunable to open data file " " : bad float in field vector : bad value : data vector contains parameters instead of contains too many parameters instead of extra parameter(s) from Dataset of vectors of parameters from: 3.0 FIELD TEST Cannot unprotected %lx: never protected
BACKTRACE: %4d: ? SIOD ERROR: %s %s: SIOD ERROR: %s %s
%s: fatal error exiting.
0 not a number damaged frame too few arguments damaged env failed to allocate storage from system eof after \ eof after \0 ghhhhhhhhhhhhhhhhhhhhhhhhhhhhhhUhhhhhhhhhhhhhhhhhhhhhhIhhhhhhhhhh%hhhh=h^h1htype number out of range mqmmmmmmmmmmmmmmmmmmmopopppppppppooooooopSIOD: no more new types allowed, tc_table_dim needs increased ran out of storage nil %g not a symbol or string the currently assigned stack limit has been exceded unbound variable bad function } yMyy6z{<||||x}x}x}x}x}x}x}zbad syntax argument list BUG. Reached impossible case control-c interrupt GC ing
garbage collection is on
garbage collection is off
%ld allocated %ld free
garbage collection verbose
garbage collection silent
invalid
> N@[starting GC]
[GC took %g cpu seconds, %ld cells collected]
implementation cannot GC at will with stop-and-copy
(eval DATA)
Evaluate DATA and return result. eval (gc-status OPTION)
Control summary information during garbage collection. If OPTION is t,
output information at each garbage collection, if nil do gc silently. gc-status (gc)
Collect garbage now, where gc method supports it. gc (error MESSAGE DATA)
Prints MESSAGE about DATA and throws an error. error (quit)
Exit from program, does not return. quit (exit [RCODE])
Exit from program, if RCODE is given it is given as an argument to
the system call exit. exit (env-lookup VARNAME ENVIRONMENT)
Return value of VARNAME in ENVIRONMENT. env-lookup (fwarning MODE)
For controlling various levels of warning messages. If MODE is nil, or
not specified stop all warning messages from being displayed. If MODE
display warning messages. fwarning (%%stack-limit AMOUNT SILENT)
Set stacksize to AMOUNT, if SILENT is non nil do it silently. %%stack-limit (intern ATOM)
Intern ATOM on the oblist. intern (%%closure ENVIRONMENT CODE)
Make a closure from given environment and code. %%closure (%%closure-code CLOSURE)
Return code part of closure. %%closure-code (%%closure-env CLOSURE)
Return environment part of closure. %%closure-env (set_backtrace arg)
If arg is non-nil a backtrace will be display automatically after errors
if arg is nil, a backtrace will not automatically be displayed (use
(:backtrace) for display explicitly. set_backtrace (set_server_safe_functions LIST)
Sets restricted list to LIST. When restricted list is non-nil only
functions whose names appear in this list may be executed. This
is used so that clients in server mode may be restricted to a small
number of safe commands. [see Server/client API] set_server_safe_functions **unbound-marker** eof t let-internal-macro let errobj quote . end of file inside read unexpected close paren +internal-backquote +internal-comma-atsign +internal-comma-dot +internal-comma ()'`,;" symbol larger than maxsize (can you use a string instead?) end of file inside list missing close paren no car for dotted pair Stack_size = %ld bytes, [%p,%p]
:backtrace Expression contains functions not in restricted list Evaluation took %g seconds %ld cons work
Evaluation took %g seconds (%g in gc) %ld cons work
! floating point exception heap_1 at %p, heap_2 at %p
heap_1 at %p
stop and copy mark and sweep heap_size = %ld cells, %ld bytes. %ld inums. GC is %s
Welcome to SIOD, Scheme In One Defun, Version %s
(C) Copyright 1988-1994 Paradigm Associates Inc. siod> siod siod> lambda begin (quote DATA)
Return data (unevaluated). quote (set! SYMBOL VAL)
Set SYMBOL to have value VAL, returns VAL. set! (define (FUNCNAME ARG1 ARG2 ...) . BODY)
Define a new function call FUNCNAME with arguments ARG1, ARG2 ... and
BODY. define (lambda (ARG1 ARG2 ...) . BODY)
Create closure (anonymous function) with arguments ARG1, ARG2 ... and
BODY. (if COND TRUEPART FALSEPART)
If COND evaluates to non-nil evaluate TRUEPART and return result,
otherwise evaluate and return FALSEPART. If COND is nil and FALSEPART
is nil, nil is returned. if (while COND . BODY)
While COND evaluates to non-nil evaluate BODY. while (begin . BODY)
Evaluate s-expressions in BODY returning value of from last expression. (*catch TAG . BODY)
Evaluate BODY, if a *throw occurs with TAG then return value specified
by *throw. *catch (*throw TAG VALUE)
Jump to *catch with TAG, causing *catch to return VALUE. *throw (let-internal STUFF)
Internal function used to implement let. let-internal (or DISJ1 DISJ2 ...)
Evaluate each disjunction DISJn in turn until one evaluates to non-nil.
Otherwise return nil. or (and CONJ1 CONJ2 ... CONJN)
Evaluate each conjunction CONJn in turn until one evaluates to nil.
Otherwise return value of CONJN. and (typeof OBJ)
Returns typeof of given object. typeof (symbol? DATA)
Returns t if DATA is a symbol, nil otherwise. symbol? (symbol-bound? VARNAME)
Return t is VARNAME has a value, nil otherwise. symbol-bound? (symbol-value SYMBOLNAME)
Returns the value of SYMBOLNAME, an error is given SYMBOLNAME is not a
bound symbol. symbol-value (the-environment)
Returns the current (SIOD) environment. the-environment (unwind_protect NORMALFORM ERRORFORM)
If an error is found while evaluating NORMALFORM catch it and evaluate
ERRORFORM and continue. If an error occurs while evaluating NORMALFORM
all file open evaluating NORMALFORM up to the error while be automatically
closed. Note interrupts (ctrl-c) is not caught by this function. unwind-protect (oblist)
Return oblist. oblist (let ((VAR1 VAL1) (VAR2 VAL2) ...) . BODY)
Evaluate BODY in an environment where VAR1 is set to VAL1, VAR2 is set
to VAL2 etc. let-internal-macro (set-symbol-value! SYMBOLNAME VALUE)
Set SYMBOLNAME's value to VALUE, this is much faster than set! but use
with caution. set-symbol-value! improper formal argument list forwarded through unwind_protect oops! null strlen
cons flonum string subr c_file closure #< unknown EEEEEEEw,^Eno *catch found with this tag not a symbol unbound variable wrong type of argument(non-symbol) to setvar wrong type of argument(non-symbol) to define (doc SYMBOL)
Return documentation for SYMBOL. doc (sort-and-dump-docstrings DOCSTRINGS FILEFP)
DOCSTRINGS is an assoc list of name and document string var-docstrings
or func-docstrings. This very individual function sorts the list and
prints out the documentation strings as texinfo list members to FILEFP. sort-and-dump-docstrings oops! null strlen
\[see .*\]$ \[see [^
]*\]$ [see ] \}] [\@pxref\{ @item function features ff_docstrings var-docstrings No documentation available for non-symbol. Symbol is unbound. No documentation available for symbol. No documentation available for builtin function. No documentation available for user-defined function. SIOD: duplicate builtin function: SIOD: probably an error tts_text manual-sym [0-9]+ (format FD FORMATSTRING ARG0 ARG1 ...)
Output ARGs to FD using FROMATSTRING. FORMATSTRING is like a printf
formatstrng. FD may be a filedescriptor, or t (standard output) or
nil (return as a string). Note not all printf format directive are
supported. %l is additionally support for Lisp objects.
[see Scheme I/O] format SIOD format: premature end of format structure format: premature end of format structure oops! null strlen
. SIOD format: can't find width in directive format: not a file %c format: width in %l not supported format: wrong number of args for format string SIOD format: unsupported format directive % (number? DATA)
Returns t if DATA is a number, nil otherwise. number? (+ NUM1 NUM2 ...)
Returns the sum of NUM1 and NUM2 ... An error is given is any argument
is not a number. + (- NUM1 NUM2)
Returns the difference between NUM1 and NUM2. An error is given is any
argument is not a number. - (* NUM1 NUM2 ...)
Returns the product of NUM1 and NUM2 ... An error is given is any
argument is not a number. * (/ NUM1 NUM2)
Returns the quotient of NUM1 and NUM2. An error is given is any
argument is not a number. / (> NUM1 NUM2)
Returns t if NUM1 is greater than NUM2, nil otherwise. An error is
given is either argument is not a number. > (< NUM1 NUM2)
Returns t if NUM1 is less than NUM2, nil otherwise. An error is
given is either argument is not a number. < (nint NUMBER)
Returns nearest int to NUMBER. nint (log NUM)
Return natural log of NUM. log (rand)
Returns a pseudo random number between 0 and 1 using the libc rand()
function. rand (srand SEED)
Seeds the libc pseudo random number generator with the integer SEED. srand (exp NUM)
Return e**NUM. exp (sqrt NUM)
Return square root of NUM. sqrt (pow X Y)
Return X**Y. pow (% X Y)
Return X%Y. % wrong type of argument(1st) to lessp wrong type of argument(2nd) to lessp wrong type of argument(1st) to greaterp wrong type of argument(2nd) to greaterp mod: y cannot be 0 mod: x or y not a number wrong type of argument(1st) to quotient wrong type of argument(2nd) to quotient wrong type of argument(1st) to difference wrong type of argument(2nd) to difference pow: x or y not a number sqrt: not a number exp: not a number srand: not a number Alog: not a number nint: argument not a number ?wrong type of argument to times wrong type of argument to plus (getpid)
Return process id. getpid (cd DIRNAME)
Change directory to DIRNAME, if DIRNAME is nil or not specified
change directory to user's HOME directory. cd (pwd)
Returns current directory as a string. pwd (getenv VARNAME)
Returns value of UNIX environment variable VARNAME, or nil if VARNAME
is unset. getenv (setenv VARNAME VALUE)
Set the UNIX environment variable VARNAME to VALUE. setenv (system COMMAND)
Execute COMMAND (a string) with the UNIX shell. system (time)
Returns number of seconds since start of epoch (if OS permits it
countable). time %s=%s HOME .A (send_client EXPR)
Send EXPR to client. In server mode this will send a printed form of
ESPR to the client. It is the client's job to expect it. send_client ER
siod: not in server mode wb siod: can't open temporary file " " for client lisp return
LP
OK
(aref ARRAY INDEX)
Return ARRAY[INDEX] aref (aset ARRAY INDEX VAL)
Set ARRAY[INDEX] = VAL aset (cons-array DIM KIND)
Construct array of size DIM and type KIND. Where KIND may be one of
double, long, string or lisp. cons-array (sxhash OBJ N)
Return hashing value for OBJ, in range n. sxhash (href TABLE KEY)
Return value in hash table TABLE with KEY. href (hset TABLE KEY VALUE)
Set hash table TABLE KEY to VALUE. hset (fast-read TABLE)
fast-read (fast-print P TABLE)
fast-print (make-list SIZE VALUE)
Return list of SIZE with each member VALUE. make-list )vvvvvvvv" #( %g ) %ld not a hash table sxhash inconsistency bad value to store in array index to aset too large bad index to aset negative index to aset invalid argument to aset bad index to aref negative index to aref index too large invalid argument to aref symbol name too long cannot fast-print unknown fast-read opcode bad dimension to cons-array double long string lisp bad type of array ; Q `\ \ \ \ r 4 T |t Ί X < ` T x 8 ,X Rx ғ n D P t t @ 4 X 8x h * N d < \ ^ x D Nh h H 8 ִX d ܷ 0
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