Part IV: Decision Tree, ID3 Algorithm, DWM, Entropy, Information Gain,Data Mining , Machine Learning

This Video explains concept of probability, gain & information gain or gain. How to construct decision tree? How to obtain rules from Decision Tree Data Mining Playlists https://www.youtube.com/playlist?list=PLS5J_kYlArq7NnTLozsMLdyAq8apovSdb Link of the videos on # Decision Tree https://youtu.be/FZdh2l-o4-g https://youtu.be/s3P1tn3V_eA https://youtu.be/47MOP240lZs https://youtu.be/LqOnsit20Dw Link of Previous videos Frequent Pattern Tree # (FP) https://youtu.be/uhWZxCGwi_0 https://youtu.be/SzgNYFaBxHQ https://youtu.be/UDpK_pgsZZY # Apriori Algorithm https://youtu.be/d9xd1qV64Wo https://youtu.be/hdgd1iBma-8 https://youtu.be/asWqVHex9kY # ECLAT ECLAT ( Equivalence Class Transformation) # Vertical Apriori https://youtu.be/IwbnylEzp0w # Frequent, Closed, Maximal Itemset https://youtu.be/OEupexDlgv0 # KNN Classification https://www.youtube.com/watch?v=m-oEaLMba6A&feature=youtu.be https://youtu.be/xk5Tppw8T-o https://youtu.be/dWpxMirfh2o # K Medoid # PAM https://youtu.be/kB6gJpAe42k https://youtu.be/NouxOecodUE https://youtu.be/WfyKH1tQoVQ # Hierarchical Algorithms, Agglomerative Algorithm https://youtu.be/8rsJRbYnRR4 https://youtu.be/Y8gcg_PWAfc https://youtu.be/hYnXR_OYBA0 https://youtu.be/ZSc0VbPLVaM # Hierarchical Algorithms, Divisive Algorithm https://youtu.be/vQEXvV5W7s0 https://youtu.be/4GbhWbMJLMY # K means https://youtu.be/aoE_rJCG744 https://youtu.be/pGNLEvGMytY https://youtu.be/n07rNm-jchw # KNN Clustering https://youtu.be/I0eWqR8KFBc https://youtu.be/mJWUdwl8dEM # Naive Bayes Theorem https://youtu.be/rcv33FFTljY https://youtu.be/aD8z8Zl75Ug https://youtu.be/SHdBunw7Fok https://youtu.be/iISIGIPVBMw Data Mining Introduction https://youtu.be/rlUiecEhEYQ Types of # Attributes https://youtu.be/xTiSPoDdHT8 https://youtu.be/ayBZwQKB_HQ # DBSCAN https://youtu.be/jqKAAVEwX9M https://youtu.be/S5OvKmWIdZA Frequent Pattern Algorithm https://youtu.be/SzgNYFaBxHQ https://youtu.be/UDpK_pgsZZY https://youtu.be/uhWZxCGwi_0 Decision Tree https://youtu.be/FZdh2l-o4-g https://youtu.be/s3P1tn3V_eA https://youtu.be/47MOP240lZs https://youtu.be/LqOnsit20Dw Multidimensional Association Rule https://youtu.be/M3wyG3HKuNg Multilevel Association Rule https://youtu.be/1H8KM2s6ce0