SAEDSAYAD.COM Data Mining Map

saedsayad.com Website Information

Daily Unique Visits: 998

Daily Page Views: 1,996

Income Per Day: $6

Estimated Value: $1,440

saedsayad.com is registered under .COM top-level domain. Please check other sites in .COM zone.

No name server records were found.

and is probably hosted by BIZLAND-SD - The Endurance International Group, Inc., US. See the full list of other websites hosted by BIZLAND-SD - The Endurance International Group, Inc., US.

The highest website saedsayad.com position in Alexa rank database was 716912 and the lowest rank position was 860846. Current position of saedsayad.com in Alexa rank database is 718564.

Desktop speed score of saedsayad.com (92/100) is better than the results of 90.97% of other sites and shows that the page is performing great on desktop computers.

Mobile usability score of saedsayad.com (75/100) is better than the results of 23.63% of other sites and means that the page is not mobile-friendly.

Mobile speed score of saedsayad.com (91/100) is better than the results of 93.58% of other sites and shows that the landing page performance on mobile devices is excellent.

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saedsayad.com Alexa Rank

The traffic rank is based on three months of aggregated historical traffic data from millions of Alexa Toolbar users and is a combined measure of page views and users.


saedsayad.com whois

WHOIS gives you the ability to lookup any generic domains to find out the registered domain holder. WHOIS database are provided for information purposes only. It allows the public to check whether a specific domain name is still available or not and to obtain information related to the registration records of existing domain names.


Domain Name: SAEDSAYAD.COM
Registry Domain ID: 1716858871_DOMAIN_COM-VRSN
Registrar WHOIS Server: whois.fastdomain.com
Registrar URL: http://www.fastdomain.com
Updated Date: 2019-10-24T14:19:17Z
Creation Date: 2012-04-29T14:21:09Z
Registry Expiry Date: 2023-04-29T14:21:09Z
Registrar: FastDomain Inc.
Registrar IANA ID: 1154
Registrar Abuse Contact Email:
Registrar Abuse Contact Phone:
Domain Status: ok https://icann.org/epp#ok
Name Server: NS1.IPAGE.COM
Name Server: NS2.IPAGE.COM
DNSSEC: unsigned
URL of the ICANN Whois Inaccuracy Complaint Form: https://www.icann.org/wicf/
>>> Last update of whois database: 2021-11-22T07:04:59Z

saedsayad.com server information

Servers Location

saedsayad.com desktop page speed rank

Last tested: 2015-09-05


Desktop Speed Good
92/100

saedsayad.com Desktop Speed Test Quick Summary


priority - 5Leverage browser caching

Setting an expiry date or a maximum age in the HTTP headers for static resources instructs the browser to load previously downloaded resources from local disk rather than over the network.

Leverage browser caching for the following cacheable resources:

http://www.saedsayad.com/images/Rhostam.PNG (15 minutes)
http://www.google-analytics.com/ga.js (2 hours)
http://www.saedsayad.com/images/DM_lifecycle_1.png (4 hours)
http://www.saedsayad.com/images/DM_map_explain_1.png (4 hours)
http://www.saedsayad.com/images/DM_map_predict_1.png (4 hours)
http://www.saedsayad.com/images/DataMining.png (4 hours)
http://www.saedsayad.com/images/bg_1.png (4 hours)
http://www.saedsayad.com/images/twitter.png (4 hours)
http://www.saedsayad.com/images/webinar_micro.png (4 hours)
http://www.saedsayad.com/images/webinar_tiny.png (4 hours)

priority - 2Optimize images

Properly formatting and compressing images can save many bytes of data.

Optimize the following images to reduce their size by 17.8KiB (12% reduction).

Losslessly compressing http://www.saedsayad.com/images/DM_map_predict_1.png could save 8.3KiB (10% reduction).
Losslessly compressing http://www.saedsayad.com/images/DM_map_explain_1.png could save 5.5KiB (10% reduction).
Losslessly compressing http://www.saedsayad.com/images/Rhostam.PNG could save 2KiB (21% reduction).
Losslessly compressing http://www.saedsayad.com/images/DM_lifecycle_1.png could save 1.4KiB (25% reduction).
Losslessly compressing http://www.saedsayad.com/images/DataMining.png could save 580B (35% reduction).

priority - 1Enable compression

Compressing resources with gzip or deflate can reduce the number of bytes sent over the network.

Enable compression for the following resources to reduce their transfer size by 6.4KiB (72% reduction).

Compressing http://www.saedsayad.com/data_mining_map.htm could save 6.4KiB (72% reduction).

priority - 0Minify HTML

Compacting HTML code, including any inline JavaScript and CSS contained in it, can save many bytes of data and speed up download and parse times.

Minify HTML for the following resources to reduce their size by 1.8KiB (21% reduction).

Minifying http://www.saedsayad.com/data_mining_map.htm could save 1.8KiB (21% reduction).

saedsayad.com Desktop Resource Breakdown

Total Resources13
Number of Hosts3
Static Resources10
JavaScript Resources1

saedsayad.com mobile page speed rank

Last tested: 2018-08-08


Mobile Speed Good
91/100

saedsayad.com Mobile Speed Test Quick Summary


priority - 6Leverage browser caching

Setting an expiry date or a maximum age in the HTTP headers for static resources instructs the browser to load previously downloaded resources from local disk rather than over the network.

Leverage browser caching for the following cacheable resources:

http://www.google-analytics.com/ga.js (2 hours)
http://saedsayad.com/images/DM_lifecycle_1.png (4 hours)
http://saedsayad.com/images/DM_map_explain_1.png (4 hours)
http://saedsayad.com/images/DM_map_predict_1.png (4 hours)
http://saedsayad.com/images/DataMining.png (4 hours)
http://saedsayad.com/images/books_small.png (4 hours)
http://saedsayad.com/images/experfy.png (4 hours)
http://saedsayad.com/images/github-24.png (4 hours)

priority - 1Optimize images

Properly formatting and compressing images can save many bytes of data.

Optimize the following images to reduce their size by 9.4KiB (14% reduction).

Compressing http://saedsayad.com/images/DM_map_explain_1.png could save 5.5KiB (11% reduction).
Compressing http://saedsayad.com/images/DM_lifecycle_1.png could save 2.3KiB (36% reduction).
Compressing http://saedsayad.com/images/DataMining.png could save 687B (39% reduction).
Compressing http://saedsayad.com/images/books_small.png could save 393B (19% reduction).
Compressing http://saedsayad.com/images/experfy.png could save 267B (39% reduction).
Compressing http://saedsayad.com/images/github-24.png could save 264B (26% reduction).

priority - 1Enable compression

Compressing resources with gzip or deflate can reduce the number of bytes sent over the network.

Enable compression for the following resources to reduce their transfer size by 7.6KiB (71% reduction).

Compressing http://saedsayad.com/ could save 7.6KiB (71% reduction).

priority - 0Minify HTML

Compacting HTML code, including any inline JavaScript and CSS contained in it, can save many bytes of data and speed up download and parse times.

Minify HTML for the following resources to reduce their size by 2.3KiB (22% reduction).

Minifying http://saedsayad.com/ could save 2.3KiB (22% reduction).

saedsayad.com Mobile Resource Breakdown

Total Resources10
Number of Hosts2
Static Resources8
JavaScript Resources1

saedsayad.com mobile page usability

Last tested: 2018-08-08


Mobile Usability Medium
75/100

saedsayad.com Mobile Usability Test Quick Summary


priority - 17Use legible font sizes

The following text on your page renders in a way that may be difficult for some of your visitors to read. Use legible font sizes to provide a better user experience.

The following text fragments have a small font size. Increase the font size to make them more legible.

Copyright © 2010-2018, renders only 5 pixels tall (12 CSS pixels).

Dr. Saed Sayad renders only 5 pixels tall (12 CSS pixels).

We reached a milestone and 1 others render only 6 pixels tall (16 CSS pixels).

"One Million pageviews" renders only 6 pixels tall (16 CSS pixels).

Experfy…online courses and 1 others render only 5 pixels tall (13 CSS pixels).

Adaptive…chine Learning renders only 5 pixels tall (13 CSS pixels).

: renders only 5 pixels tall (13 CSS pixels).

priority - 10Configure the viewport

Your page does not have a viewport specified. This causes mobile devices to render your page as it would appear on a desktop browser, scaling it down to fit on a mobile screen. Configure a viewport to allow your page to render properly on all devices.

priority - 4Size tap targets appropriately

Some of the links/buttons on your webpage may be too small for a user to easily tap on a touchscreen. Consider making these tap targets larger to provide a better user experience.

The following tap targets are close to other nearby tap targets and may need additional spacing around them.

The tap target <a href="further_readings.htm">Further Readings</a> and 1 others are close to other tap targets.

The tap target <a href="https://sundee…thub.io/ARTML/">Adaptive…chine Learning</a> is close to 1 other tap targets.

saedsayad.com HTML validation

Errors

Start tag seen without seeing a doctype first. Expected “<!DOCTYPE html>”.

Line: 1 Column: 1 - 6
"...<html> <hea..."

Using the “meta” element to specify the document-wide default language is obsolete. Consider specifying the language on the root element instead.

Line: 4 Column: 1 - 52
"...> <head> <meta http-equiv="Content-Language" content="en-ca"> <meta..."

Internal encoding declaration “windows-1252” disagrees with the actual encoding of the document (“utf-8”).

Line: 5 Column: 1 - 74
"...="en-ca"> <meta http-equiv="Content-Type" content="text/html; charset=windows-1252"> <meta..."

Malformed byte sequence: “a9”.

Line: 88 Column: - 7
"......"

Attribute “height” not allowed on element “table” at this point.

Line: 78 Column: 1 - 76
"... <body> <table border="0" width="800" height="1315" cellspacing="0" cellpadding="0"> <tr..."

The “width” attribute on the “table” element is obsolete. Use CSS instead.

Line: 78 Column: 1 - 76
"... <body> <table border="0" width="800" height="1315" cellspacing="0" cellpadding="0"> <tr..." Line: 81 Column: 7 - 36
"...1"> <table border="0" width="800"> ..." Line: 185 Column: 7 - 69
"...9"> <table border="0" width="100%" cellspacing="0" cellpadding="0"> ..." Line: 220 Column: 7 - 37
"...1"> <table border="0" width="100%"> ..."

The “cellspacing” attribute on the “table” element is obsolete. Use CSS instead.

Line: 78 Column: 1 - 76
"... <body> <table border="0" width="800" height="1315" cellspacing="0" cellpadding="0"> <tr..." Line: 185 Column: 7 - 69
"...9"> <table border="0" width="100%" cellspacing="0" cellpadding="0"> ..."

The “cellpadding” attribute on the “table” element is obsolete. Use CSS instead.

Line: 78 Column: 1 - 76
"... <body> <table border="0" width="800" height="1315" cellspacing="0" cellpadding="0"> <tr..." Line: 185 Column: 7 - 69
"...9"> <table border="0" width="100%" cellspacing="0" cellpadding="0"> ..."

The “border” attribute on the “table” element is obsolete. Use CSS instead.

Line: 78 Column: 1 - 76
"... <body> <table border="0" width="800" height="1315" cellspacing="0" cellpadding="0"> <tr..." Line: 81 Column: 7 - 36
"...1"> <table border="0" width="800"> ..." Line: 185 Column: 7 - 69
"...9"> <table border="0" width="100%" cellspacing="0" cellpadding="0"> ..." Line: 220 Column: 7 - 37
"...1"> <table border="0" width="100%"> ..."

The “height” attribute on the “td” element is obsolete. Use CSS instead.

Line: 80 Column: 7 - 20
"...0"> <tr> <td height="31"> ..." Line: 96 Column: 7 - 20
"...tr> <tr> <td height="31"> ..." Line: 102 Column: 7 - 20
"...tr> <tr> <td height="70"> ..." Line: 113 Column: 7 - 21
"...tr> <tr> <td height="488"> ..." Line: 133 Column: 7 - 20
"...tr> <tr> <td height="50"> ..." Line: 137 Column: 7 - 21
"...tr> <tr> <td height="715"> ..." Line: 175 Column: 7 - 20
"...tr> <tr> <td height="21"> ..." Line: 178 Column: 7 - 20
"...tr> <tr> <td height="21"> ..." Line: 181 Column: 7 - 20
"...tr> <tr> <td height="20"> ..." Line: 184 Column: 7 - 20
"...tr> <tr> <td height="19"> ..." Line: 219 Column: 7 - 19
"...tr> <tr> <td height="1"> ..." Line: 230 Column: 7 - 19
"...tr> <tr> <td height="1">&nbsp;..."

The “width” attribute on the “td” element is obsolete. Use CSS instead.

Line: 83 Column: 13 - 26
"... <tr> <td width="139"></td> ..." Line: 84 Column: 32 - 26
"...139"></td> <td width="232"></td> ..." Line: 85 Column: 32 - 25
"...232"></td> <td width="12"></td> ..." Line: 86 Column: 31 - 26
"..."12"></td> <td width="391"> ..." Line: 187 Column: 13 - 25
"... <tr> <td width="5%"><a hre..." Line: 188 Column: 150 - 26
"...></a></td> <td width="61%"><a hre..." Line: 190 Column: 31 - 26
"...></a></td> <td width="34%"> ..." Line: 194 Column: 13 - 25
"... <tr> <td width="5%"><font ..." Line: 195 Column: 91 - 26
"...font></td> <td width="61%"></td> ..." Line: 196 Column: 32 - 26
"...61%"></td> <td width="34%"></td> ..." Line: 199 Column: 13 - 25
"... <tr> <td width="5%"><img b..." Line: 200 Column: 72 - 26
"...png"></td> <td width="61%"><a hre..." Line: 202 Column: 43 - 26
"...></a></td> <td width="34%"></td> ..." Line: 205 Column: 13 - 25
"... <tr> <td width="5%"></td> ..." Line: 206 Column: 31 - 26
"..."5%"></td> <td width="61%">&nbsp;..." Line: 207 Column: 38 - 26
"...nbsp;</td> <td width="34%"></td> ..." Line: 210 Column: 13 - 25
"... <tr> <td width="5%"></td> ..." Line: 211 Column: 31 - 26
"..."5%"></td> <td width="61%"> ..." Line: 214 Column: 16 - 26
"... </td> <td width="34%"></td> ..." Line: 222 Column: 13 - 26
"... <tr> <td width="33%"></td> ..." Line: 223 Column: 32 - 41
"...33%"></td> <td width="200" align="center"> ..." Line: 225 Column: - 26
"... </td> <td width="34%"></td> ..."

The “align” attribute on the “p” element is obsolete. Use CSS instead.

Line: 87 Column: 7 - 23
"...1"> <p align="right"><span ..." Line: 114 Column: 7 - 24
"...8"> <p align="center"><map n..." Line: 138 Column: 7 - 24
"...5"> <p align="center"><map n..." Line: 179 Column: 7 - 24
"...1"> <p align="center">&nbsp;..." Line: 182 Column: 7 - 22
"...0"> <p align="left"></tr> ..."

The “font” element is obsolete. Use CSS instead.

Line: 87 Column: 229 - 249
"...e: en-CA"><font face="Calibri">Copyri..." Line: 97 Column: 26 - 62
"...="center"><font face="Calibri" color="#008000">An Int..." Line: 188 Column: 58 - 104
"...ings.htm"><font color="#0000FF" size="2" face="Segoe UI">Furthe..." Line: 194 Column: 26 - 72
"...idth="5%"><font color="#0000FF" size="2" face="Segoe UI">&nbsp;..." Line: 200 Column: 116 - 162
"...="_blank"><font color="#0000FF" face="Segoe UI" size="2">Experf..."

The “align” attribute on the “h2” element is obsolete. Use CSS instead.

Line: 97 Column: 7 - 25
"...1"> <h2 align="center"><font ..."

Bad value “polygon” for attribute “shape” on element “area”.

Line: 104 Column: 7 - 116
"...1"> <area href="data_mining.htm" shape="polygon" coords="10, 10, 30, 37, 11, 55, 103, 56, 125, 34, 103, 8, 13, 7"> ..." Line: 105 Column: 7 - 118
"...7"> <area href="data_exploration.htm" shape="polygon" coords="336, 11, 362, 32, 340, 54, 427, 51, 446, 32, 425, 11"> ..." Line: 106 Column: 7 - 119
"...1"> <area href="modeling.htm" shape="polygon" coords="445, 13, 468, 33, 447, 53, 532, 53, 553, 31, 536, 13, 448, 12"> ..." Line: 107 Column: 7 - 120
"...2"> <area href="problem_definition.htm" shape="polygon" coords="121, 12, 144, 33, 124, 54, 209, 54, 230, 34, 212, 12"> ..." Line: 108 Column: 7 - 118
"...2"> <area href="data_preparation.htm" shape="polygon" coords="228, 12, 251, 34, 232, 53, 320, 52, 338, 32, 319, 13"> ..." Line: 109 Column: 7 - 118
"...3"> <area href="model_evaluation.htm" shape="polygon" coords="553, 12, 576, 32, 555, 53, 641, 52, 662, 32, 641, 13"> ..." Line: 110 Column: 7 - 127
"...3"> <area href="model_deployment.htm" shape="polygon" coords="662, 11, 682, 34, 664, 54, 748, 55, 769, 32, 749, 13, 666, 10"></map>..." Line: 119 Column: 7 - 121
"...5"> <area href="categorical_variables.htm" shape="polygon" coords="414, 9, 506, 8, 505, 47, 520, 46, 519, 84, 416, 82"> ..." Line: 122 Column: 7 - 145
"...4"> <area href="numerical_variables.htm" shape="polygon" coords="414, 89, 581, 88, 580, 125, 607, 125, 607, 164, 518, 164, 519, 241, 416, 240"> ..." Line: 129 Column: 7 - 139
"...1"> <area href="categorical_numerical.htm" shape="polygon" coords="414, 405, 525, 404, 526, 439, 570, 440, 569, 476, 418, 475, 415, 475"> ..." Line: 130 Column: 7 - 141
"...5"> <area href="categorical_categorical.htm" shape="polygon" coords="411, 247, 489, 247, 489, 284, 526, 285, 527, 320, 415, 319, 416, 249"></map>..."

Bad value “10, 10, 30, 37, 11, 55, 103, 56, 125, 34, 103, 8, 13, 7” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead. A circle must have three comma-separated integers. A rectangle must have four comma-separated integers.

Line: 104 Column: 7 - 116
"...1"> <area href="data_mining.htm" shape="polygon" coords="10, 10, 30, 37, 11, 55, 103, 56, 125, 34, 103, 8, 13, 7"> ..."

Element “area” is missing required attribute “alt”.

Line: 104 Column: 7 - 116
"...1"> <area href="data_mining.htm" shape="polygon" coords="10, 10, 30, 37, 11, 55, 103, 56, 125, 34, 103, 8, 13, 7"> ..." Line: 105 Column: 7 - 118
"...7"> <area href="data_exploration.htm" shape="polygon" coords="336, 11, 362, 32, 340, 54, 427, 51, 446, 32, 425, 11"> ..." Line: 106 Column: 7 - 119
"...1"> <area href="modeling.htm" shape="polygon" coords="445, 13, 468, 33, 447, 53, 532, 53, 553, 31, 536, 13, 448, 12"> ..." Line: 107 Column: 7 - 120
"...2"> <area href="problem_definition.htm" shape="polygon" coords="121, 12, 144, 33, 124, 54, 209, 54, 230, 34, 212, 12"> ..." Line: 108 Column: 7 - 118
"...2"> <area href="data_preparation.htm" shape="polygon" coords="228, 12, 251, 34, 232, 53, 320, 52, 338, 32, 319, 13"> ..." Line: 109 Column: 7 - 118
"...3"> <area href="model_evaluation.htm" shape="polygon" coords="553, 12, 576, 32, 555, 53, 641, 52, 662, 32, 641, 13"> ..." Line: 110 Column: 7 - 127
"...3"> <area href="model_deployment.htm" shape="polygon" coords="662, 11, 682, 34, 664, 54, 748, 55, 769, 32, 749, 13, 666, 10"></map>..." Line: 115 Column: 7 - 83
"...2"> <area href="explaining_the_past.htm" shape="rect" coords="29, 217, 102, 251"> ..." Line: 116 Column: 7 - 81
"...1"> <area href="data_exploration.htm" shape="rect" coords="126, 217, 197, 251"> ..." Line: 117 Column: 7 - 83
"...1"> <area href="univariate_analysis.htm" shape="rect" coords="222, 88, 292, 123"> ..." Line: 118 Column: 7 - 84
"...3"> <area href="categorical_variables.htm" shape="rect" coords="318, 29, 391, 65"> ..." Line: 119 Column: 7 - 121
"...5"> <area href="categorical_variables.htm" shape="polygon" coords="414, 9, 506, 8, 505, 47, 520, 46, 519, 84, 416, 82"> ..." Line: 120 Column: 7 - 72
"...2"> <area href="encoding.htm" shape="rect" coords="308, 80, 361, 100"> ..." Line: 121 Column: 7 - 72
"...0"> <area href="binning.htm" shape="rect" coords="351, 113, 400, 134"> ..." Line: 122 Column: 7 - 145
"...4"> <area href="numerical_variables.htm" shape="polygon" coords="414, 89, 581, 88, 580, 125, 607, 125, 607, 164, 518, 164, 519, 241, 416, 240"> ..." Line: 123 Column: 7 - 84
"...0"> <area href="numerical_variables.htm" shape="rect" coords="317, 147, 387, 181"> ..." Line: 124 Column: 7 - 83
"...1"> <area href="bivariate_analysis.htm" shape="rect" coords="223, 346, 294, 379"> ..." Line: 125 Column: 7 - 88
"...9"> <area href="categorical_categorical.htm" shape="rect" coords="317, 266, 389, 303"> ..." Line: 126 Column: 7 - 84
"...3"> <area href="numerical_numerical.htm" shape="rect" coords="413, 325, 485, 398"> ..." Line: 127 Column: 7 - 84
"...8"> <area href="numerical_numerical.htm" shape="rect" coords="318, 345, 390, 381"> ..." Line: 128 Column: 7 - 86
"...1"> <area href="categorical_numerical.htm" shape="rect" coords="319, 424, 388, 461"> ..." Line: 129 Column: 7 - 139
"...1"> <area href="categorical_numerical.htm" shape="polygon" coords="414, 405, 525, 404, 526, 439, 570, 440, 569, 476, 418, 475, 415, 475"> ..." Line: 130 Column: 7 - 141
"...5"> <area href="categorical_categorical.htm" shape="polygon" coords="411, 247, 489, 247, 489, 284, 526, 285, 527, 320, 415, 319, 416, 249"></map>..." Line: 139 Column: 7 - 85
"...3"> <area href="predicting_the_future.htm" shape="rect" coords="36, 407, 117, 449"> ..." Line: 140 Column: 7 - 73
"...9"> <area href="modeling.htm" shape="rect" coords="157, 407, 237, 448"> ..." Line: 141 Column: 7 - 79
"...8"> <area href="classification.htm" shape="rect" coords="276, 153, 358, 195"> ..." Line: 142 Column: 7 - 77
"...5"> <area href="classification.htm" shape="rect" coords="395, 35, 479, 78"> ..." Line: 143 Column: 7 - 67
"...8"> <area href="zeror.htm" shape="rect" coords="517, 7, 574, 36"> ..." Line: 144 Column: 7 - 67
"...6"> <area href="oner.htm" shape="rect" coords="518, 40, 591, 70"> ..." Line: 145 Column: 7 - 78
"...0"> <area href="naive_bayesian.htm" shape="rect" coords="517, 77, 615, 105"> ..." Line: 146 Column: 7 - 78
"...5"> <area href="decision_tree.htm" shape="rect" coords="516, 110, 617, 139"> ..." Line: 147 Column: 7 - 79
"...9"> <area href="classification.htm" shape="rect" coords="397, 157, 477, 200"> ..." Line: 148 Column: 7 - 68
"...0"> <area href="lda.htm" shape="rect" coords="513, 146, 654, 175"> ..." Line: 149 Column: 7 - 84
"...5"> <area href="logistic_regression.htm" shape="rect" coords="513, 184, 613, 215"> ..." Line: 150 Column: 7 - 79
"...5"> <area href="classification.htm" shape="rect" coords="398, 215, 479, 257"> ..." Line: 151 Column: 7 - 84
"...7"> <area href="k_nearest_neighbors.htm" shape="rect" coords="518, 218, 666, 250"> ..." Line: 152 Column: 7 - 75
"...0"> <area href="clustering.htm" shape="rect" coords="278, 587, 358, 627"> ..." Line: 153 Column: 7 - 88
"...7"> <area href="clustering_hierarchical.htm" shape="rect" coords="397, 548, 478, 589"> ..." Line: 154 Column: 7 - 88
"...9"> <area href="clustering_hierarchical.htm" shape="rect" coords="518, 536, 639, 567"> ..." Line: 155 Column: 7 - 88
"...7"> <area href="clustering_hierarchical.htm" shape="rect" coords="517, 573, 626, 602"> ..." Line: 156 Column: 7 - 75
"...2"> <area href="clustering.htm" shape="rect" coords="397, 624, 478, 664"> ..." Line: 157 Column: 7 - 82
"...4"> <area href="clustering_kmeans.htm" shape="rect" coords="518, 607, 626, 640"> ..." Line: 158 Column: 7 - 79
"...0"> <area href="clustering_som.htm" shape="rect" coords="519, 648, 625, 680"> ..." Line: 159 Column: 7 - 88
"...0"> <area href="k_nearest_neighbors_reg.htm" shape="rect" coords="518, 422, 652, 454"> ..." Line: 160 Column: 7 - 82
"...4"> <area href="decision_tree_reg.htm" shape="rect" coords="518, 330, 620, 360"> ..." Line: 161 Column: 7 - 75
"...0"> <area href="regression.htm" shape="rect" coords="277, 399, 356, 442"> ..." Line: 162 Column: 7 - 75
"...2"> <area href="regression.htm" shape="rect" coords="396, 325, 477, 367"> ..." Line: 163 Column: 7 - 75
"...7"> <area href="regression.htm" shape="rect" coords="397, 373, 477, 412"> ..." Line: 164 Column: 7 - 75
"...2"> <area href="regression.htm" shape="rect" coords="397, 418, 476, 457"> ..." Line: 165 Column: 7 - 75
"...7"> <area href="regression.htm" shape="rect" coords="398, 473, 479, 515"> ..." Line: 166 Column: 7 - 79
"...5"> <area href="classification.htm" shape="rect" coords="398, 269, 477, 312"> ..." Line: 167 Column: 7 - 68
"...2"> <area href="mlr.htm" shape="rect" coords="518, 377, 652, 410"> ..." Line: 168 Column: 7 - 82
"...0"> <area href="association_rules.htm" shape="rect" coords="278, 663, 359, 703"> ..." Line: 169 Column: 7 - 87
"...3"> <area href="support_vector_machine.htm" shape="rect" coords="517, 294, 648, 324"> ..." Line: 170 Column: 7 - 91
"...4"> <area href="support_vector_machine_reg.htm" coords="518, 500, 645, 530" shape="rect"> ..." Line: 171 Column: 7 - 90
"...t"> <area href="artificial_neural_network.htm" shape="rect" coords="517, 257, 667, 288"> ..." Line: 172 Column: 7 - 90
"...8"> <area href="artificial_neural_network.htm" shape="rect" coords="518, 462, 652, 493"></map>..."

Bad value “336, 11, 362, 32, 340, 54, 427, 51, 446, 32, 425, 11” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead. A circle must have three comma-separated integers. A rectangle must have four comma-separated integers.

Line: 105 Column: 7 - 118
"...7"> <area href="data_exploration.htm" shape="polygon" coords="336, 11, 362, 32, 340, 54, 427, 51, 446, 32, 425, 11"> ..."

Bad value “445, 13, 468, 33, 447, 53, 532, 53, 553, 31, 536, 13, 448, 12” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead. A circle must have three comma-separated integers. A rectangle must have four comma-separated integers.

Line: 106 Column: 7 - 119
"...1"> <area href="modeling.htm" shape="polygon" coords="445, 13, 468, 33, 447, 53, 532, 53, 553, 31, 536, 13, 448, 12"> ..."

Bad value “121, 12, 144, 33, 124, 54, 209, 54, 230, 34, 212, 12” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead. A circle must have three comma-separated integers. A rectangle must have four comma-separated integers.

Line: 107 Column: 7 - 120
"...2"> <area href="problem_definition.htm" shape="polygon" coords="121, 12, 144, 33, 124, 54, 209, 54, 230, 34, 212, 12"> ..."

Bad value “228, 12, 251, 34, 232, 53, 320, 52, 338, 32, 319, 13” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead. A circle must have three comma-separated integers. A rectangle must have four comma-separated integers.

Line: 108 Column: 7 - 118
"...2"> <area href="data_preparation.htm" shape="polygon" coords="228, 12, 251, 34, 232, 53, 320, 52, 338, 32, 319, 13"> ..."

Bad value “553, 12, 576, 32, 555, 53, 641, 52, 662, 32, 641, 13” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead. A circle must have three comma-separated integers. A rectangle must have four comma-separated integers.

Line: 109 Column: 7 - 118
"...3"> <area href="model_evaluation.htm" shape="polygon" coords="553, 12, 576, 32, 555, 53, 641, 52, 662, 32, 641, 13"> ..."

Bad value “662, 11, 682, 34, 664, 54, 748, 55, 769, 32, 749, 13, 666, 10” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead. A circle must have three comma-separated integers. A rectangle must have four comma-separated integers.

Line: 110 Column: 7 - 127
"...3"> <area href="model_deployment.htm" shape="polygon" coords="662, 11, 682, 34, 664, 54, 748, 55, 769, 32, 749, 13, 666, 10"></map>..."

An “img” element must have an “alt” attribute, except under certain conditions. For details, consult guidance on providing text alternatives for images.

Line: 110 Column: 134 - 222
"...10"></map><img border="0" src="images/DM_lifecycle_1.png" usemap="#FPMap1" width="778" height="68"></td> ..." Line: 130 Column: 148 - 239
"...49"></map><img border="0" src="images/DM_map_explain_1.png" usemap="#FPMap2" width="613" height="486"></td> ..." Line: 134 Column: 33 - 100
"...ning.htm"><img border="0" src="images/DataMining.png" width="157" height="48"></a></..." Line: 172 Column: 97 - 188
"...93"></map><img border="0" src="images/DM_map_predict_1.png" usemap="#FPMap3" width="696" height="713"></td> ..." Line: 187 Column: 73 - 140
"...="_blank"><img border="0" src="images/books_small.png" width="24" height="24"></a></..." Line: 199 Column: 26 - 66
"...idth="5%"><img border="0" src="images/experfy.png"></td> ..."

Bad value “29, 217, 102, 251” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 115 Column: 7 - 83
"...2"> <area href="explaining_the_past.htm" shape="rect" coords="29, 217, 102, 251"> ..."

Bad value “126, 217, 197, 251” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 116 Column: 7 - 81
"...1"> <area href="data_exploration.htm" shape="rect" coords="126, 217, 197, 251"> ..."

Bad value “222, 88, 292, 123” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 117 Column: 7 - 83
"...1"> <area href="univariate_analysis.htm" shape="rect" coords="222, 88, 292, 123"> ..."

Bad value “318, 29, 391, 65” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 118 Column: 7 - 84
"...3"> <area href="categorical_variables.htm" shape="rect" coords="318, 29, 391, 65"> ..."

Bad value “414, 9, 506, 8, 505, 47, 520, 46, 519, 84, 416, 82” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead. A circle must have three comma-separated integers. A rectangle must have four comma-separated integers.

Line: 119 Column: 7 - 121
"...5"> <area href="categorical_variables.htm" shape="polygon" coords="414, 9, 506, 8, 505, 47, 520, 46, 519, 84, 416, 82"> ..."

Bad value “308, 80, 361, 100” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 120 Column: 7 - 72
"...2"> <area href="encoding.htm" shape="rect" coords="308, 80, 361, 100"> ..."

Bad value “351, 113, 400, 134” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 121 Column: 7 - 72
"...0"> <area href="binning.htm" shape="rect" coords="351, 113, 400, 134"> ..."

Bad value “414, 89, 581, 88, 580, 125, 607, 125, 607, 164, 518, 164, 519, 241, 416, 240” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead. A circle must have three comma-separated integers. A rectangle must have four comma-separated integers.

Line: 122 Column: 7 - 145
"...4"> <area href="numerical_variables.htm" shape="polygon" coords="414, 89, 581, 88, 580, 125, 607, 125, 607, 164, 518, 164, 519, 241, 416, 240"> ..."

Bad value “317, 147, 387, 181” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 123 Column: 7 - 84
"...0"> <area href="numerical_variables.htm" shape="rect" coords="317, 147, 387, 181"> ..."

Bad value “223, 346, 294, 379” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 124 Column: 7 - 83
"...1"> <area href="bivariate_analysis.htm" shape="rect" coords="223, 346, 294, 379"> ..."

Bad value “317, 266, 389, 303” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 125 Column: 7 - 88
"...9"> <area href="categorical_categorical.htm" shape="rect" coords="317, 266, 389, 303"> ..."

Bad value “413, 325, 485, 398” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 126 Column: 7 - 84
"...3"> <area href="numerical_numerical.htm" shape="rect" coords="413, 325, 485, 398"> ..."

Bad value “318, 345, 390, 381” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 127 Column: 7 - 84
"...8"> <area href="numerical_numerical.htm" shape="rect" coords="318, 345, 390, 381"> ..."

Bad value “319, 424, 388, 461” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 128 Column: 7 - 86
"...1"> <area href="categorical_numerical.htm" shape="rect" coords="319, 424, 388, 461"> ..."

Bad value “414, 405, 525, 404, 526, 439, 570, 440, 569, 476, 418, 475, 415, 475” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead. A circle must have three comma-separated integers. A rectangle must have four comma-separated integers.

Line: 129 Column: 7 - 139
"...1"> <area href="categorical_numerical.htm" shape="polygon" coords="414, 405, 525, 404, 526, 439, 570, 440, 569, 476, 418, 475, 415, 475"> ..."

Bad value “411, 247, 489, 247, 489, 284, 526, 285, 527, 320, 415, 319, 416, 249” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead. A circle must have three comma-separated integers. A rectangle must have four comma-separated integers.

Line: 130 Column: 7 - 141
"...5"> <area href="categorical_categorical.htm" shape="polygon" coords="411, 247, 489, 247, 489, 284, 526, 285, 527, 320, 415, 319, 416, 249"></map>..."

Bad value “36, 407, 117, 449” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 139 Column: 7 - 85
"...3"> <area href="predicting_the_future.htm" shape="rect" coords="36, 407, 117, 449"> ..."

Bad value “157, 407, 237, 448” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 140 Column: 7 - 73
"...9"> <area href="modeling.htm" shape="rect" coords="157, 407, 237, 448"> ..."

Bad value “276, 153, 358, 195” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 141 Column: 7 - 79
"...8"> <area href="classification.htm" shape="rect" coords="276, 153, 358, 195"> ..."

Bad value “395, 35, 479, 78” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 142 Column: 7 - 77
"...5"> <area href="classification.htm" shape="rect" coords="395, 35, 479, 78"> ..."

Bad value “517, 7, 574, 36” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 143 Column: 7 - 67
"...8"> <area href="zeror.htm" shape="rect" coords="517, 7, 574, 36"> ..."

Bad value “518, 40, 591, 70” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 144 Column: 7 - 67
"...6"> <area href="oner.htm" shape="rect" coords="518, 40, 591, 70"> ..."

Bad value “517, 77, 615, 105” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 145 Column: 7 - 78
"...0"> <area href="naive_bayesian.htm" shape="rect" coords="517, 77, 615, 105"> ..."

Bad value “516, 110, 617, 139” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 146 Column: 7 - 78
"...5"> <area href="decision_tree.htm" shape="rect" coords="516, 110, 617, 139"> ..."

Bad value “397, 157, 477, 200” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 147 Column: 7 - 79
"...9"> <area href="classification.htm" shape="rect" coords="397, 157, 477, 200"> ..."

Bad value “513, 146, 654, 175” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 148 Column: 7 - 68
"...0"> <area href="lda.htm" shape="rect" coords="513, 146, 654, 175"> ..."

Bad value “513, 184, 613, 215” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 149 Column: 7 - 84
"...5"> <area href="logistic_regression.htm" shape="rect" coords="513, 184, 613, 215"> ..."

Bad value “398, 215, 479, 257” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 150 Column: 7 - 79
"...5"> <area href="classification.htm" shape="rect" coords="398, 215, 479, 257"> ..."

Bad value “518, 218, 666, 250” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 151 Column: 7 - 84
"...7"> <area href="k_nearest_neighbors.htm" shape="rect" coords="518, 218, 666, 250"> ..."

Bad value “278, 587, 358, 627” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 152 Column: 7 - 75
"...0"> <area href="clustering.htm" shape="rect" coords="278, 587, 358, 627"> ..."

Bad value “397, 548, 478, 589” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 153 Column: 7 - 88
"...7"> <area href="clustering_hierarchical.htm" shape="rect" coords="397, 548, 478, 589"> ..."

Bad value “518, 536, 639, 567” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 154 Column: 7 - 88
"...9"> <area href="clustering_hierarchical.htm" shape="rect" coords="518, 536, 639, 567"> ..."

Bad value “517, 573, 626, 602” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 155 Column: 7 - 88
"...7"> <area href="clustering_hierarchical.htm" shape="rect" coords="517, 573, 626, 602"> ..."

Bad value “397, 624, 478, 664” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 156 Column: 7 - 75
"...2"> <area href="clustering.htm" shape="rect" coords="397, 624, 478, 664"> ..."

Bad value “518, 607, 626, 640” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 157 Column: 7 - 82
"...4"> <area href="clustering_kmeans.htm" shape="rect" coords="518, 607, 626, 640"> ..."

Bad value “519, 648, 625, 680” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 158 Column: 7 - 79
"...0"> <area href="clustering_som.htm" shape="rect" coords="519, 648, 625, 680"> ..."

Bad value “518, 422, 652, 454” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 159 Column: 7 - 88
"...0"> <area href="k_nearest_neighbors_reg.htm" shape="rect" coords="518, 422, 652, 454"> ..."

Bad value “518, 330, 620, 360” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 160 Column: 7 - 82
"...4"> <area href="decision_tree_reg.htm" shape="rect" coords="518, 330, 620, 360"> ..."

Bad value “277, 399, 356, 442” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 161 Column: 7 - 75
"...0"> <area href="regression.htm" shape="rect" coords="277, 399, 356, 442"> ..."

Bad value “396, 325, 477, 367” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 162 Column: 7 - 75
"...2"> <area href="regression.htm" shape="rect" coords="396, 325, 477, 367"> ..."

Bad value “397, 373, 477, 412” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 163 Column: 7 - 75
"...7"> <area href="regression.htm" shape="rect" coords="397, 373, 477, 412"> ..."

Bad value “397, 418, 476, 457” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 164 Column: 7 - 75
"...2"> <area href="regression.htm" shape="rect" coords="397, 418, 476, 457"> ..."

Bad value “398, 473, 479, 515” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 165 Column: 7 - 75
"...7"> <area href="regression.htm" shape="rect" coords="398, 473, 479, 515"> ..."

Bad value “398, 269, 477, 312” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 166 Column: 7 - 79
"...5"> <area href="classification.htm" shape="rect" coords="398, 269, 477, 312"> ..."

Bad value “518, 377, 652, 410” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 167 Column: 7 - 68
"...2"> <area href="mlr.htm" shape="rect" coords="518, 377, 652, 410"> ..."

Bad value “278, 663, 359, 703” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 168 Column: 7 - 82
"...0"> <area href="association_rules.htm" shape="rect" coords="278, 663, 359, 703"> ..."

Bad value “517, 294, 648, 324” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 169 Column: 7 - 87
"...3"> <area href="support_vector_machine.htm" shape="rect" coords="517, 294, 648, 324"> ..."

Bad value “518, 500, 645, 530” for attribute “coords” on element “area”: A circle must have three comma-separated integers. A polyline must have at least six comma-separated integers. Expected a minus sign or a digit but saw “ ” instead.

Line: 170 Column: 7 - 91
"...4"> <area href="support_vector_machine_reg.htm" coords="518, 500, 645, 530" shape="rect"> ..."

Bad value “517, 257, 667, 288” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 171 Column: 7 - 90
"...t"> <area href="artificial_neural_network.htm" shape="rect" coords="517, 257, 667, 288"> ..."

Bad value “518, 462, 652, 493” for attribute “coords” on element “area”: Expected a minus sign or a digit but saw “ ” instead.

Line: 172 Column: 7 - 90
"...8"> <area href="artificial_neural_network.htm" shape="rect" coords="518, 462, 652, 493"></map>..."

The “align” attribute on the “td” element is obsolete. Use CSS instead.

Line: 223 Column: 32 - 41
"...33%"></td> <td width="200" align="center"> ..."

Warnings

The “border” attribute is obsolete. Consider specifying “img { border: 0; }” in CSS instead.

Line: 110 Column: 134 - 222
"...10"></map><img border="0" src="images/DM_lifecycle_1.png" usemap="#FPMap1" width="778" height="68"></td> ..." Line: 130 Column: 148 - 239
"...49"></map><img border="0" src="images/DM_map_explain_1.png" usemap="#FPMap2" width="613" height="486"></td> ..." Line: 134 Column: 33 - 100
"...ning.htm"><img border="0" src="images/DataMining.png" width="157" height="48"></a></..." Line: 172 Column: 97 - 188
"...93"></map><img border="0" src="images/DM_map_predict_1.png" usemap="#FPMap3" width="696" height="713"></td> ..." Line: 187 Column: 73 - 140
"...="_blank"><img border="0" src="images/books_small.png" width="24" height="24"></a></..." Line: 199 Column: 26 - 66
"...idth="5%"><img border="0" src="images/experfy.png"></td> ..."

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