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18,500 | database and cgi script persistent dictionary databaseerror exceptiondatabase api databasesdbm-style dataerror exceptiondatabase api datagramhandler classlogging module datagramrequesthandler classsocketserver module datagrams date and time manipulation date classdatetime module date parsing date(functiondatabase api d... |
18,501 | decorators documentation strings example of multiple performance benefits placement of recursive functions user-defined function attributes with arguments deep copy deepcopy(functioncopy module garbage collection - uses of del_param(methodof message objects delattr(function and private attributes _delattr_ (method - de... |
18,502 | detecting the settings of interpreter command line options devnull variableos module dialect classcsv module dict type _dict_ attribute of classes of functions of instances of modules of types of user-defined objects dict(function performance properties dict(methodof manager objects dictionary comprehensionpython dicti... |
18,503 | directories system functions for accessing temporary testing filenames for dirname(functionos path module dis module dis()dis module disable debugger commandpdb module disable(function gc module logging module disable_interspersed_args(methodof optionparser objects disabling garbage collection disabling newline transla... |
18,504 | double precision floating point double-clicking on py files double-underscoresuse in identifiers dropwhile(functionitertools module dst(method of time objects of tzinfo objects element(functionxml etree elementtree module elementtree classxml etree elementtree module elementtree interfacexml parsing elementtreeexamples... |
18,505 | enable_callback_tracebacks(functionsqlite module enable_callback_tracebacks(functionsqlite module endpos attributeof matchobject objects enable_interspersed_args(methodof optionparser objects endprefixmapping(methodof contenthandler objects enabling the print(function in python endswith(methodof strings encapsulation _... |
18,506 | errors attributeof textiowrapper objects errors parameter of encoding functions to open(function escape codes disabling in string literal in string literals non-printing characters escape(function cgi module re module xml sax saxutils module escaping characters for use in html eval(function and repr() evaluation of fun... |
18,507 | executescript(methodof connection objects executescript(methodof connection objects extended slicing operator [::] executing programs extended unpacking of iterablespython executing strings as code extendedcontextdecimal module executing system commands extending with popen(function subprocess module system(function ex... |
18,508 | f_constantsfcntl(function f_attributes of frame objects of statvfs objects fabs(functionmath module factorial(functionmath module fail(methodof testcase objects failif(methodof testcase objects fieldstorage(functioncgi module file / file attributeof fieldstorage objects file descriptors functions for manipulation file ... |
18,509 | fileno(method of connection objects of iobase objects of socketserver objects of files - of files and sockets of socket objects of urlopen objects files absolute path of and python attributes of buffer size buffered binary / bz compression comparing copying creation time decoding as unicode description of file modes de... |
18,510 | flaming deathin extension modules float type float(function _float_ (method - and type coercion float_info variablesys module floating point as dictionary key binary representation compared to decimal numbers converting to fraction defining nan and inf inexact representation low-level properties of mixing with complex ... |
18,511 | format_tb(functiontraceback module format_tb(functiontraceback module from_address(methodof ctypes type objects format_value(methodof formatter objects from_buffer(methodof ctypes type objects formatargspec(functioninspect module from_buffer_copy(methodof ctypes type objects formatargvalues(functioninspect module from_... |
18,512 | funcname attributeof record objects function call operator () functions _doc_ attribute and coroutines and generators annotations in python anonymous as closures as dictionary values as objects attributes and decorators attributes of binding of default values built-in callback calling change in func_attribute names cha... |
18,513 | generator expressions conditional expressions converting into list difference from list comprehension generator functionand context managers generator objects attributes of generatorexit exception generators - and break statement in iteration and memory efficiency and processing pipelines closing concurrent programming... |
18,514 | get_terminator(methodof asynchat objects getdefaulttimeout(functionsocket module get_threshold(functiongc module getdlopenflags(functionsys module get_type(methodof request objects getdoc(functioninspect module get_unixfrom(methodof message objects geteffectivelevel(methodof logger objects get_value(methodof formatter ... |
18,515 | getint(methodof configparser objects getint(methodof configparser objects getpeercert(methodof ssl objects getitem(functionoperator module getpeername(methodof socket objects _getitem_ (method - getpgid(functionos module and slices getpgrp(functionos module getiterator(method getpid(functionos module of element objects... |
18,516 | _getstate_ (method and copying and pickle module global interpreter lock and multiprocessing module releasing in extensions getstatusoutput(functioncommands module global statement gettarinfo(methodof tarfile objects global variables gettempdir(functiontempfile module gettempprefix(functiontempfile module gettext modul... |
18,517 | gzip module gzip module gzipfile(functiongzip module has_data(methodof request objects has_header(method of request objects of sniffer objects - command line option has_ipv variablesocket module (elpdebugger commandpdb module has_key(methodof dicts handle(functioncgitb module has_option(methodof configparser objects ha... |
18,518 | help(function bizarre output with decorators herror exceptionsocket module hex(function future_builtins module hex(methodof floating point hexadecimal creating strings from integers integer literals hexdigest(method of digest objects of hmac objects hexdigits variablestring module hexversion variablesys module htons(fu... |
18,519 | httpsconnection(functionhttp client module ignore_environment attributeof sys flags httpserver classhttp server module ignore_pattern(functionshutil module httpshandler classurllib request module hypot(functionmath module ignore_zeros attributeof tarfile objects ignored nameerror exception in _del_ ignoring exceptions ... |
18,520 | importing selected symbols from module improperconnectionstate exceptionhttp client module _imul_ (method in operator and _contains_ method and checking for substrings on dicts on sequences on strings on tuples indexing -based indexof(functionoperator module indices(methodof slices inet_aton(functionsocket module inet_... |
18,521 | _init_ (method _init_ (method - and exceptions and inheritance and instance creation and metaclasses and pickle defining multiple instance creation methods of classes _init_ py files in packages input(function python insert(method of element objects of array objects of lists insertbefore(methodof dom node objects inser... |
18,522 | invalidurl exceptionhttp client module isalnum(methodof strings invert(functionoperator module isatty(functionos module _invert_ (method isatty(method io module python problems associated with isalpha(methodof strings of iobase objects of files isblk(methodof tarinfo objects iobase abstract base class isbuiltin(functio... |
18,523 | ismethod(functioninspect module ismethod(functioninspect module ismethoddescriptor(functioninspect module ismodule(functioninspect module ismount(functionos path module isnan(functionmath module iso- - encodingdescription of isocalendar(methodof date objects isoformat(method of date objects of time objects isoweekday(m... |
18,524 | of process objects of queue objects of thread objects of strings keys acceptable types for dictionaries of dicts keysview abstract base class join_thread(methodof queue objects keyword arguments joinablequeue(functionmultiprocessing module keyword module js_output(method of morsel objects of simplecookie objects json (... |
18,525 | ldexp(functionmath module ldexp(functionmath module line structure of programs le(functionoperator module _le_ (method line_buffering attributeof textiowrapper objects leading on integersbinary linecache module leading on integersoctal lineno attributeof record objects leading on integershexadecimal linesep variableos ... |
18,526 | counting items deletion of items empty equality of indexing operator inefficiency of insert() inserting items item assignment keeping in sorted order list comprehension making shallow copy of nested random shuffling reassigning slice removing items reversing searching shared by multiple processes slice assignment slice... |
18,527 | log_request(methodof basehttprequesthandler objects log_request(methodof basehttprequesthandler objects lowercase variablestring module logadapter(functionlogging module lshift(functionoperator module logging module _lshift_ (method adding extra fields to log messages and multiprocessing module basic configuration conf... |
18,528 | map_async(methodof pool objects mapping abstract base class mappings deletion of items key index operator special methods of mappingview abstract base class marshal module match(functionre module match(methodof regex objects matchobject objectsre module math module mathematical operators in-place mixed types - mathemat... |
18,529 | metaclass keyword argumentof class definitions metaclass keyword argumentof class definitions _metaclass_ attributeof classes migrating code python to practical strategy _metaclass_ global variable mimeapplication classemail package metaclasses mimeaudio classemail package _prepare_ (method - and descriptors and inheri... |
18,530 | _mod_ (method move(functionshutil module mode attribute move(methodof mmap objects of fileio objects of tarinfo objects of files moving the file pointer mozillacookiejar classhttp cookiejar module modf(functionmath module _mro_ attributeof classes modifying global variables from function msg_constantssocket module modi... |
18,531 | mutabledefinition of mutabledefinition of mutablemapping abstract base class namespace(methodof manager objects mutablesequence abstract base class namespace mutableset abstract base class mutual exclusion lock mysqlaccesing from python \ escape codein strings (extdebugger commandpdb module name attribute of fieldstora... |
18,532 | caution when reading code use by immutable types uses of none and default arguments return statement in functions newline characterdifference on unix/windows nonlocal statementpython newline escape code in strings normalize(functionunicodedata module newline parameterto open(function newline suppressionprint statement ... |
18,533 | numeric dataand strings numeric literals - numeric type coercision - numeric type hierarchy numeric types serializing with marshal serializing with pickle sharing in the interpreter supporting iteration type of weak references to numeric(functionunicodedata module observer pattern numpy extension oct(function future_bu... |
18,534 | operationalerror exceptiondatabase api operator module alternative to lambda use in optimization operator overloading example of order of operands reversed operands type coercion operators mathematical precedence of optimization _slots_ attribute of classes array objects attribute binding - built-in types creation of i... |
18,535 | debugger commandpdb module p_constantsspawnv(function pack(functionstruct module pack(methodof struct objects pack_into(functionstruct module pack_into(methodof struct objects packages relative import - packet_constantssocket module packing binary data structures of tuples pairscreating list of from dictionary parallel... |
18,536 | pep python database api specification pipescreating with subprocess module pep (wsgi) pkgutil module per-user site directory placement of decorators installing packages in performance of binary file / - of generator expressions of logging module of type checking perl and dynamic scope interpretation of numeric strings ... |
18,537 | pos attributeof matchobject objects pos attributeof matchobject objects pos(functionoperator module print_environ_usage(functioncgi module _pos_ (method print_exc(functiontraceback module posix interface print_exception(functiontraceback module posix attributeof tarfile objects post_mortem(functionpdb module pow(functi... |
18,538 | processinginstruction(functionxml etree elementtree module proto attributeof socket objects processinginstruction(methodof contenthandler objects protocol_version attributeof basehttprequesthandler class producer-consumer protocolerror exceptionxmlrpc client module with coroutines with pipes with queues with threads an... |
18,539 | py files and library modules py app package py exe package py k_warning attributeof sys flags py kwarning variablesys module py_begin_allow_threads macro py_buildvalue(function py_compile module py_decref(macro py_end_allow_threads macro py_finalize(function py_getexecprefix(function py_getpath(function py_getprefix(fu... |
18,540 | comparison dictionary comprehension dictionary operations difference in extension modules different behavior of byte strings division operator encode(and encode(methods environment variables exception attributes exec(function extended iterable unpacking filenames files filter(function function annotations generator cha... |
18,541 | queues message passing multiple consumers and producers priority shared by multiple processes thread programming quit(method range(function removal in python rational abstract base class rational numbers raw / on files raw socket of ftp objects of smtp objects quitting the interactive interpreter quopri module quote(fu... |
18,542 | read_byte(methodof mmap objects reassigning part of list read_mime_types(functionmimetypes module record objectslogging module readable(method recursion of iobase objects of dispatcher objects recursion limitchanging and decorators and generator functions readall(methodof fileio objects recursive traversal of directory... |
18,543 | register(function register(function atexit module webbrowser module register(method of basemanager class of poll objects of abstract base classes of deque objects of lists - of sets remove_option(methodof configparser objects remove_section(methodof configparser objects register_adapter(functionsqlite module removechil... |
18,544 | report_partial_closure(methodof dircmp objects responsenotready exceptionhttp client module repr (reprlibmodule responses attributeof basehttprequesthandler class repr(function and eval() difference from str() _repr_ (method - representing dates and times request attributeof baserequesthandler objects restricting attri... |
18,545 | rlock object rlock object multiprocessing module threading module rlock(methodof manager objects _rlshift_ (method rmd(methodof ftp objects rmdir(functionos module run(function cprofile module pdb module profile module run(method of process objects of thread objects _rmod_ (method runcall(functionpdb module rmtree(func... |
18,546 | scoping rules and module imports and self parameter in methods lexical scoping of functions of classes of function variables of iteration variable in list comprehension of iteration variables script name search pathfor modules search(functionre module search(methodof regex objects searchingstrings with an offset semaph... |
18,547 | sequences iteration over lookup in composite string formatting negative indices operators picking random elements random sampling replication shallow copies in replication slice assignment slicing operator special methods of unpacking - serve_forever(method of basemanager objects of socketserver objects server attribut... |
18,548 | set_unixfrom(methodof message objects set_usage(methodof optionparser objects set_wakeup_fd(functionsignal module setattr(function and private attributes _setattr_ (method - and _slots_ setblocking(methodof socket objects setcheckinterval(functionsys module setcontext(functiondecimal module setdaemon(methodof thread ob... |
18,549 | setting default encoding of standard / setting default encoding of standard / settrace(function sys module threading module setuid(functionos module setup(method testcase objects of testcase objects shell pipessimilarity to generators shelve module dbhash module selecting the pickle protocol shlex module short-circuit ... |
18,550 | simplexmlrpcserver module sin(functionmath module of class definitions optimization single precision floating point smalltalkdifferences in object system singleton tuple sinh(functionmath module smtp protocolexample of sending message site configuration files smtp(functionsmtplib module site module smtpd module site-pa... |
18,551 | source code encoding source code encoding python stack frames in tracebacks span(methodof matchobject objects stack sizefor threads spawnl(functionos module spawnle(functionos module stack_size(functionthreading module spawnlp(functionos module stackless python spawnlpe(functionos module standard / streams spawnv(funct... |
18,552 | stat_float_times(functionos module statement termination and semicolons statements breaking across multiple lines putting on the same line - running in the debugger static method practical use of @staticmethod decorator streamrequesthandler classsocketserver module streams streamwriter classcodecs module streamwriter(m... |
18,553 | strings as dictionary key as in-memory text files as sequences basestring object for type checking byte literals byte strings case conversion - character substitution comparison of concatenation concatenation of adjacent literals creating custom formatters disabling escape codes in literals encoding for urls escape cod... |
18,554 | supporting both python and sys prefix variable supports_unicode_filenames variableos path module sys ps variable surrogate pair sys stderr variable suspensionof threads sys stdin variable swapcase(methodof strings sys stdout variable swig sys_version attributeof basehttprequesthandler class example of interface file sy... |
18,555 | task schedulerexample with coroutines and select(task schedulerexample with coroutines and select() task_done(method of joinablequeue objects of queue objects tasklets asynchronous / tasksand coroutines tb_attributesof traceback objects tb_lineno(functiontraceback module tbreak debugger commandpdb module tcgetpgrp(func... |
18,556 | installation of installing in per-user site directory this pointerself parameter of methods thread classthreading module thread attributeof record objects threading module signal handling signaling with semaphores suspending synchronization of termination of throw(method of generators use of queues worker thread exampl... |
18,557 | timing measurements timing measurements tipc protocol address format tipc_constantssocket module title(methodof strings treebuilder(functionxml etree elementtree module triangular(functionrandom module triple-quoted strings and variable interpolation tkinter module true value today(methodof date class truediv(functiono... |
18,558 | slicing unpacking in python unpacking in iteration use by standard library use in list comprehensions versus lists twisted library two-dimensional lists type type attribute of fieldstorage objects of tarinfo objects of socket objects type checking example with metaclass of objects performance impact of problem with pro... |
18,559 | unbound method and python unboundlocalerror exception unbuffered file / unconsumed_tail attributeof decompressobj objects underscoresusage in identifiers unescape(functionxml sax saxutils module ungetch(functionmsvcrt module normalization of strings specifying characters in string literals surrogate pairs using -bit ch... |
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18,561 | about the authorxi about the technical reviewerxiii forewordxv acknowledgmentsxvii introductionxix ntroduction to supervised learning what is ml? relationship between data analysisdata miningmland ai datadata typesand data sources how ml differs from software engineering ml projects statistical and mathemat... |
18,562 | ml' popularity use cases of ml summary upervised learning for regression analysis technical toolkit required regression analysis and use cases what is linear regression assumptions of linear regression measuring the efficacy of regression problem example creating simple linear regression example simple linear... |
18,563 | assessing the accuracy of the solution case studycredit risk additional notes naive bayes for classification case studyincome prediction on census data -nearest neighbors for classification case studyk-nearest neighbor the dataset business objective tree-based algorithms for classification types of decision t... |
18,564 | preprocessing of text data extracting features from text data case studycustomer complaints analysis using nlp word embeddings case studycustomer complaints analysis using word embeddings image data use cases of image data challenges with image data image data management process image data modeling process fu... |
18,565 | imbalance in the dataset outliers in the dataset other common problems in the dataset step eda step ml model building train/test split of data finding the best threshold for classification algorithms overfitting vs underfitting problem key stakeholder discussion and iterations presenting the final model step ... |
18,566 | vaibhav verdhan has years of experience in data sciencemachine learningand artificial intelligence an mba with engineering backgroundhe is hands-on technical expert with acumen to assimilate and analyze data he has led multiple engagements in ml and ai across geographies and across retailtelecommanufacturingenergyand u... |
18,567 | irfan elahi is full stack customer-focused cloud analytics specialist bearing the unique and proven combination of diverse consulting and technical competencies (cloudbig dataand machine learningwith growing portfolio of successful projects delivering substantial impact and value in multiple capacities across telecomre... |
18,568 | how safe is home birthingthat is good question pause moment and let yourself contemplate it am sure you can see how the answer to this question can affect personal decisions and policy choices the answer could be given as probabilitya level classificationor an alternative cost another natural reaction is "it depends th... |
18,569 | becoming good data scientist is journey that starts with learning the basics and mechanics once you are done exploring this book you might also be able to better see where you will want to deepen your theoretical knowledge would like to suggest you might find it interesting to look into the theory of statistical modeli... |
18,570 | would like to thank apress publicationscelestin johnshrikant vishwarkarmaand irfan elahi for the confidence shown and the support extended many thanks to dr eli kling for the fantastic forward to the book special words for my family--yashipakhiand rudra--without their support it would have been impossible to complete t... |
18,571 | characterizing the audio signaltransforming to frequency domain generating monotone audio signal feature extraction from speech recognition of spoken words ai with python heuristic search concept of heuristic search in ai difference between uninformed and informed search real world problem solved by constraint satisfac... |
18,572 | constructing learning agent with python ai with python genetic algorithms what are genetic algorithms how to use ga for optimization problems installing necessary packages implementing solutions using genetic algorithms ai with python computer vision computer vision computer vision vs image processing installing useful... |
18,573 | ai with python primer concepts since the invention of computers or machinestheir capability to perform various tasks has experienced an exponential growth humans have developed the power of computer systems in terms of their diverse working domainstheir increasing speedand reducing size with respect to time branch of c... |
18,574 | ai achieves accuracy with the help of deep neural networksai can achieve tremendous accuracy ai helps in the field of medicine to diagnose diseases such as cancer from the mris of patients ai can organize data to get most out of it the data is an intellectual property for the systems which are using self-learning algor... |
18,575 | imagesand to move and rotate them bodily-kinesthetic intelligence the ability to use complete or part of the body to solve problems or fashion productscontrol over fine and coarse motor skillsand manipulate the objects playersdancers intra-personal intelligence the ability to distinguish among one' own feelingsintentio... |
18,576 | let us go through all the components briefly reasoning it is the set of processes that enable us to provide basis for judgementmaking decisionsand prediction there are broadly two types inductive reasoning it conducts specific observations to makes broad general statements even if all of the premises are true in statem... |
18,577 | observational learning to learn by watching and imitating others for examplechild tries to learn by mimicking her parent perceptual learning it is learning to recognize stimuli that one has seen before for exampleidentifying and classifying objects and situations relational learning it involves learning to differentiat... |
18,578 | what' involved in ai artificial intelligence is vast area of study this field of study helps in finding solutions to real world problems let us now see the different fields of study within aimachine learning it is one of the most popular fields of ai the basic concept of this filed is to make the machine learning from ... |
18,579 | natural language processing it is possible to interact with the computer that understands natural language spoken by humans expert systems there are some applications which integrate machinesoftwareand special information to impart reasoning and advising they provide explanation and advice to the users vision systems t... |
18,580 | cognitive behaviora physical kinematic geometri agent environment in this sectionwe will focus on the agent and environment and how these help in artificial intelligence agent an agent is anything that can perceive its environment through sensors and acts upon that environment through effectors human agent has sensory ... |
18,581 | in this we will learn how to get started with python we will also understand how python helps for artificial intelligence why python for ai artificial intelligence is considered to be the trending technology of the future already there are number of applications made on it due to thismany companies and researchers are ... |
18,582 | interactive mode python has support for an interactive mode which allows interactive testing and debugging of snippets of code portable python can run on wide variety of hardware platforms and has the same interface on all platforms extendable we can add low-level modules to the python interpreter these modules enable ... |
18,583 | make make install this installs python at the standard location /usr/local/bin and at /usr/local/lib/pythonxx where xx is the version of python its libraries windows installation follow these steps to install python on windows machine open web browser and go to follow the link for the windows installer python-xyz msi f... |
18,584 | setting path at unix/linux to add the python directory to the path for particular session in unix in the csh shell type setenv path "$path:/usr/local/bin/pythonand press enter in the bash shell (linuxath="$path:/usr/local/bin/pythonand press enter in the sh or ksh shell type path="$path:/usr/local/bin/pythonand press e... |
18,585 | - it generates optimized bytecode (resulting in pyo files - do not run import site to look for python paths on startup - verbose output (detailed trace on import statements - disables class-based built-in exceptions (just use strings)obsolete starting with version - cmd runs python script sent in as cmd string file run... |
18,586 | windows pythonwin is the first windows interface for python and is an ide with gui macintosh the macintosh version of python along with the idle ide is available from the main websitedownloadable as either macbinary or binhex' files if you are not able to set up the environment properlythen you can take help from your ... |
18,587 | ai with python machine learning learning means the acquisition of knowledge or skills through study or experience based on thiswe can define machine learning (mlas followsit may be defined as the field of computer sciencemore specifically an application of artificial intelligencewhich provides computer systems the abil... |
18,588 | unsupervised machine learning algorithms as the name suggeststhese kinds of machine learning algorithms do not have any supervisor to provide any sort of guidance that is why unsupervised machine learning algorithms are closely aligned with what some call true artificial intelligence it can be understood as followssupp... |
18,589 | multiple linear regressiona linear regression algorithm is called multiple linear regression if it is having more than one independent variable linear regression is mainly used to estimate the real values based on continuous variable(sfor examplethe total sale of shop in daybased on real valuescan be estimated by linea... |
18,590 | in the above diagramwe have two features hence we first need to plot these two variables in two dimensional space where each point has two co-ordinatescalled support vectors the line splits the data into two different classified groups this line would be the classifier naive bayes it is also classification technique th... |
18,591 | nowit will find the centroids of each cluster based on the existing cluster members we need to repeat these steps until convergence occurs random forest it is supervised classification algorithm the advantage of random forest algorithm is that it can be used for both classification and regression kind of problems basic... |
18,592 | ai with python data preparation we have already studied supervised as well as unsupervised machine learning algorithms these algorithms require formatted data to start the training process we must prepare or format data in certain way so that it can be supplied as an input to ml algorithms this focuses on data preparat... |
18,593 | step applying preprocessing techniquein this stepwe need to apply any of the preprocessing techniques the following section describes the data preprocessing techniques techniques for data preprocessing the techniques for data preprocessing are described belowbinarization this is the preprocessing technique which is use... |
18,594 | nowthe code below will remove the mean and standard deviation of the input datadata_scaled preprocessing scale(input_dataprint("mean ="data_scaled mean(axis= )print("std deviation ="data_scaled std(axis= )we will get the following output after running the above lines of codemean - std deviation + + scaling it is anothe... |
18,595 | print("\nl normalized data:\ "data_normalized_l the above line of code generates the following outputl normalized data[ - [- - - ] normalization it is also referred to as least squares this kind of normalization modifies the values so that the sum of the squares is always up to in each row it can be implemented on the ... |
18,596 | import numpy as np from sklearn import preprocessing step defining sample labels after importing the packageswe need to define some sample labels so that we can create and train the label encoder we will now define the following sample labelssample input labels input_labels ['red','black','red','green','black','yellow'... |
18,597 | step checking the performance by decoding random set of numbersthis step can be used to check the performance by decoding the random set of numbers following python code can be written to do the samedecoding set of values encoded_values [ , , , decoded_list encoder inverse_transform(encoded_valuesprint("\nencoded value... |
18,598 | ai with python supervised learningclassification in this we will focus on implementing supervised learning classification the classification technique or model attempts to get some conclusion from observed values in classification problemwe have the categorized output such as "blackor "whiteor "teachingand "non-teachin... |
18,599 | the attribute (datanowwith the help of the following commandwe can create new variables for each important set of information and assign the data in other wordswe can organize the data with the following commandslabel_names data['target_names'labels data['target'feature_names data['feature_names'features data['data'now... |
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