Search for tag: "decision trees"

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11:37 AML: Decision Trees - Additional Topics AML: Decision Trees - Additional Topics	AML: Decision Trees - Additional Topics Applied Machine Learning - INFR11211 Decision Trees - Additional Topics Part 3/3 aml machine learning decision trees From Oisin Mac Aodha 0 likes 191 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
16:24 AML: Decision Trees - Fitting Decision Trees AML: Decision Trees - Fitting Decision Trees	AML: Decision Trees - Fitting Decision Trees Applied Machine Learning - INFR11211 Decision Trees - Fitting Decision Trees Part 2/3 aml machine learning decision trees From Oisin Mac Aodha 0 likes 211 plays Licence Type All rights reserved The University of Edinburgh
13:02 AML: Decision Trees - Overview AML: Decision Trees - Overview	AML: Decision Trees - Overview Applied Machine Learning - INFR11211 Decision Trees - Overview Part 1/3 aml machine learning decision trees From Oisin Mac Aodha 0 likes 186 plays Course Code INFR11211 Licence Type All rights reserved The University of Edinburgh
07:59 CL - Lecture 1.c - Encodings CL - Lecture 1.c - Encodings	CL - Lecture 1.c - Encodings In this video, we revisit the chess set to introduce another encoding. We introduce decision trees and compare the two codings. inf1a introduction to computation computation and logic informatics 1 decision trees encoding chess questions bit bits tree values bishop decision piece question ways night king pieces queen rock answer codes rest regions From Claudia-Elena Chirita 0 likes 612 plays 0 Course Code INFR08025 Licence Type All rights reserved The University of Edinburgh Language English
00:46 Summary Summary	Summary Summary iaml decision trees entropy decision tree attribute algorithm forest practice training difference subset measure gain thing summary trees From Nigel Goddard 0 likes 2,548 plays 0 Licence Type Creative Commons - Attribution
02:13 Random forest algorithm Random forest algorithm	Random forest algorithm Random forest algorithm iaml decision trees trees decision subset tree attributes algorithm forests subsets thing gain idea implementation movements connect stories success domains performance art inputs From Nigel Goddard 1 likes 3,010 plays 0 Licence Type Creative Commons - Attribution
03:43 Pros and cons of decision trees Pros and cons of decision trees	Pros and cons of decision trees Pros and cons of decision trees classification decision tree attribute philosophical terminology number yellow impossible decision theory caption complete compact boundaries settle split pretty approach iaml handle separate trees optical spectrum reason produce greedy decide decision trees algorithm thought depth continue representation problem classifier effects tree decision attributes splits lot cut blue access classifiers linear choice From Nigel Goddard 0 likes 4,796 plays 0 Licence Type Creative Commons - Attribution
03:55 Decision tree regression Decision tree regression	Decision tree regression Decision tree regression iaml decision trees classes subset numbers leaf class entropy decision linear regression eyes tree subsets stock node model average variance prediction examples definition From Nigel Goddard 1 likes 3,300 plays 0 Licence Type Creative Commons - Attribution
03:11 Decision Trees and Real-Valued Data Decision Trees and Real-Valued Data	Decision Trees and Real-Valued Data Decision Trees and Real-Valued Data iaml decision trees attributes threshold attribute tree values decision thing centimeters subsets lots outlook height ways splitting negatives positives distribution islam level times From Nigel Goddard 1 likes 3,187 plays 0 Licence Type Creative Commons - Attribution
01:48 Decision Trees are DNF Formulas Decision Trees are DNF Formulas	Decision Trees are DNF Formulas Decision Trees are DNF Formulas iaml decision trees john tree decision rules classifier algorithm representation magic dnf function form formula logic clustering rain array head praise alright watson From Nigel Goddard 1 likes 3,331 plays 0 Licence Type Creative Commons - Attribution
03:13 Information Gain Ratio Information Gain Ratio	Information Gain Ratio Information Gain Ratio attribute concepts in physics dataset entropy measure singletons happen caption complete normalize flaws quantify negative presents split tiny subsets concern fractures iaml effects address ratio general semantics definition decision trees subsets values positive generalize problem feature gain lots attributes game tree thing fracturing splitters lot negatives positives From Nigel Goddard 0 likes 3,788 plays 0 Licence Type Creative Commons - Attribution
04:19 Decision Tree Pruning Decision Tree Pruning	Decision Tree Pruning Decision Tree Pruning decision tree simple number 100 percent decision theory perfect percent negative start highest accuracy split accuracy iaml training data training set train effects captionasr combinations intermediate training decision trees subsets effective items validation set subtree portion cutting allegation legal terms procedure tree validation node nodes size decision cut increase law process cups leaf leaves From Nigel Goddard 0 likes 3,704 plays 1 Licence Type Creative Commons - Attribution
04:07 Overfitting in Decision Trees Overfitting in Decision Trees	Overfitting in Decision Trees Overfitting in Decision Trees iaml decision trees tree decision accuracy training test subsets duplicates algorithm solution axis size function performance lot confidence level singleton singletons hairs effect From Nigel Goddard 0 likes 3,459 plays 0 Licence Type Creative Commons - Attribution
07:33 Information Gain Information Gain	Information Gain Information Gain subset uncertainty probability decision tree attribute plant morphology splitting entropy examples measurement tells decision theory caption complete rainy day pure subset positive higher weight point negative instance split branch computer science game tells iaml smaller subset statistical terminology number effects elementary arithmetic subtract decision trees accomplishes average larger statistical theory subsets gain negatives positives weight entropies attributes bits game wind sense numbers things root From Nigel Goddard 2 likes 4,040 plays 0 Licence Type Creative Commons - Attribution
05:16 Decision Tree Entropy Decision Tree Entropy	Decision Tree Entropy Decision Tree Entropy subset logarithms interpretation people measurement number entropy purity determine measure totally pure tells caption complete positive proportion negative pretty percentage iaml random element whatsoever statistical terminology completely basically definition decision trees items uncertainty minus pure set effects bits log bit positives numbers element proportions negatives subsets values end base thing From Nigel Goddard 0 likes 3,921 plays 1 Licence Type Creative Commons - Attribution
04:02 Decision Tree - Split Purity Decision Tree - Split Purity	Decision Tree - Split Purity Decision Tree - Split Purity iaml decision trees subset split negatives positives subsets measure outlook proportion instance purity sort lot splits wind partitioning attribute probability score nose positivists From Nigel Goddard 0 likes 3,426 plays 0 Licence Type Creative Commons - Attribution

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