Date post: | 15-Apr-2017 |
Category: |
Technology |
Upload: | jackson-dos-santos-olveira |
View: | 398 times |
Download: | 0 times |
Main Problem solving Areas - Collaborative Filtering
Algorithm Single machine MR Spark
Item based
User Based
Matrix Factorization
Main Problem solving Areas - Clustering
Algorithm Single machine MR Spark
K-Means
Fuzzy K-Means
Streaming K-Means
Main Problem solving Areas - Classification
Algorithm Single machine MR Spark
Naive Bayes/ Complementary Naive Bayes
Random Forest
Multilayer Perception
Goods and bads
● Several algorithms implementations ready to use● Well documented java API● More robust when compared to weeka● Startup overhead when compared to Spark MLIB● API target for programmers rather than data scientists● Extensible API