Difference between revisions of "Orange"
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* [[Orange: Feature Ranking]] | * [[Orange: Feature Ranking]] | ||
* [[Orange: Cluster Inspection]] | * [[Orange: Cluster Inspection]] | ||
| − | * [[Orange: Hierarchical Clustering]] | + | * [[Orange: Hierarchical Clustering Example]] |
* [[Orange: Principal Component Analysis]] | * [[Orange: Principal Component Analysis]] | ||
* [[Orange: Classification Tree]] | * [[Orange: Classification Tree]] | ||
| Line 50: | Line 50: | ||
* [[Orange: Image Analysis]] | * [[Orange: Image Analysis]] | ||
* [[Orange: Tweeter Analysis]] | * [[Orange: Tweeter Analysis]] | ||
| − | |||
==Data== | ==Data== | ||
| Line 137: | Line 136: | ||
* [[Orange: Predictions]] | * [[Orange: Predictions]] | ||
* [[Orange: ROC Analysis]] | * [[Orange: ROC Analysis]] | ||
| + | * [[Orange: Test and Score]] | ||
| + | |||
| + | ==Unsupervised== | ||
| + | |||
| + | * [[Orange: PCA]] | ||
| + | * [[Orange: Correspondence Analysis]] | ||
| + | * [[Orange: Distance Map]] | ||
| + | * [[Orange: Distances]] | ||
| + | * [[Orange: Distance Matrix]] | ||
| + | * [[Orange: Distance Transformation]] | ||
| + | * [[Orange: Distance File]] | ||
| + | * [[Orange: Save Distance Matrix]] | ||
| + | * [[Orange: Hierarchical Clustering]] | ||
| + | * [[Orange: k-Means]] | ||
| + | * [[Orange: Louvain Clustering]] | ||
| + | * [[Orange: DBSCAN]] | ||
| + | * [[Orange: MDS]] | ||
| + | * [[Orange: t-SNE]] | ||
| + | * [[Orange: Manifold Learning]] | ||
| + | * [[Orange: Self-Organizing Map]] | ||
==File & Data Format== | ==File & Data Format== | ||
| Line 144: | Line 163: | ||
* [[Orange: Membuat Data File dengan Python]] | * [[Orange: Membuat Data File dengan Python]] | ||
* [[Orange: Data Format]] | * [[Orange: Data Format]] | ||
| − | |||
| − | |||
==Modelling== | ==Modelling== | ||
| − | |||
| − | |||
* [[Orange: Metric Evaluation Model]] | * [[Orange: Metric Evaluation Model]] | ||
==Text Mining== | ==Text Mining== | ||
| − | * [[Orange: | + | |
| + | * [[Orange: Corpus]] | ||
| + | * [[Orange: Import Documents]] | ||
| + | * [[Orange: The Guardian]] | ||
| + | * [[Orange: NY Times]] | ||
| + | * [[Orange: Pubmed]] | ||
| + | * [[Orange: Twitter]] | ||
| + | * [[Orange: Wikipedia]] | ||
* [[Orange: Text Preprocessing]] | * [[Orange: Text Preprocessing]] | ||
| + | * [[Orange: Bag of Words]] | ||
| + | * [[Orange: Similarity Hashing]] | ||
| + | * [[Orange: Sentiment Analysis]] | ||
| + | * [[Orange: Tweet Profiler]] | ||
| + | * [[Orange: Topic Modelling]] | ||
* [[Orange: Word Cloud]] | * [[Orange: Word Cloud]] | ||
| − | * [[Orange: | + | * [[Orange: Corpus Viewer]] |
| − | * [[Orange: | + | * [[Orange: Concordance]] |
==Time Series== | ==Time Series== | ||
Revision as of 15:39, 17 January 2020
Machine Learning open source dan visualisasi data untuk pemula dan ahli. Workflow analisis data interaktif dengan toolbox yang banyak.
Youtube
Referensi
- https://orange.biolab.si/getting-started/
- http://www.saedsayad.com/data_mining_map.htm
- https://orange.biolab.si/
- https://orange.biolab.si/workflows/
Konsep
Instalasi
- Orange: Upgrade ke Python3
- Orange: Compile Python Terakhir
- Orange: Instalasi
- Orange: Install Ubuntu 18.04
- Orange: Lokasi Dataset
- Orange: Menjalankan
Contoh Data Mining
- Orange: Iris
- Orange: Misclassifications
- Orange: Cross Validation
- Orange: Feature Ranking
- Orange: Cluster Inspection
- Orange: Hierarchical Clustering Example
- Orange: Principal Component Analysis
- Orange: Classification Tree
- Orange: Pivot Table Example
- Orange: Visalization of Data Subsets
- Orange: Interactive Visualizations
- Orange: Word Cloud dari File Text
- Orange: Word Cloud dari Dokumen
- Orange: Bag of Words
- Orange: Bag of Words 2
- Orange: Text Analysis
- Orange: untuk Politik
- Orange: Sentimen Analysis Bahasa Indonesia
- Orange: Image Analysis
- Orange: Tweeter Analysis
Data
- Orange: Financial Datasets
- Orange: The Data
- Orange: Loading Your Data
- Orange: File
- Orange: CSV File Import
- Orange: Datasets
- Orange: SQL Table
- Orange: Save Data
- Orange: Data Info
- Orange: Data Table
- Orange: Select Columns
- Orange: Select Rows
- Orange: Data Sampler belum
- Orange; Transpose
- Orange: Discretize
- Orange: Continuize
- Orange: Create Class
- Orange: Randomize
- Orange: Concatenate
- Orange: Select by Data Index
- Orange: Paint Data
- Orange: Pivot Table
- Orange: Python Script
- Orange: Feature Constructor
- Orange: Edit Domain
- Orange: Impute
- Orange: Merge Data
- Orange: Outliers
- Orange: Preprocess
- Orange: Apply Domain
- Orange: Purge Domain
- Orange: Rank
- Orange: Correlations
- Orange: Color
- Orange: Feature Statistics
- Orange: Neighbors
Visualization
- Orange: Box Plot
- Orange: Distributions
- Orange: Heat Map
- Orange: Scatter Plot
- Orange: Line Plot
- Orange: Venn Diagram
- Orange: Linear Projection
- Orange: Sieve Diagram
- Orange: Pythagorean Tree
- Orange: Pythagorean Forest
- Orange: CN2 Rule Viewer
- Orange: Mosaic Display
- Orange: Silhouette Plot
- Orange: Tree Viewer
- Orange: Nomogram
- Orange: FreeViz
- Orange: Radviz
Model
- Orange: Constant
- Orange: CN2 Rule Induction
- Orange: Calibrated Learner
- Orange: kNN
- Orange: Tree
- Orange: Random Forest
- Orange: SVM
- Orange: Linear Regression
- Orange: Logistic Regression
- Orange: Naive Bayes
- Orange: AdaBoost
- Orange: Neural Network
- Orange: Stochastic Gradient Descent
- Orange: Stacking
- Orange: Load Model
- Orange: Save Model
Evaluate
- Orange: Calibration Plot
- Orange: Confusion Matrix
- Orange: Lift Curve
- Orange: Predictions
- Orange: ROC Analysis
- Orange: Test and Score
Unsupervised
- Orange: PCA
- Orange: Correspondence Analysis
- Orange: Distance Map
- Orange: Distances
- Orange: Distance Matrix
- Orange: Distance Transformation
- Orange: Distance File
- Orange: Save Distance Matrix
- Orange: Hierarchical Clustering
- Orange: k-Means
- Orange: Louvain Clustering
- Orange: DBSCAN
- Orange: MDS
- Orange: t-SNE
- Orange: Manifold Learning
- Orange: Self-Organizing Map
File & Data Format
- Orange: Network .pajek
- Orange: Network .gml
- Orange: Membuat Data File dengan Python
- Orange: Data Format
Modelling
Text Mining
- Orange: Corpus
- Orange: Import Documents
- Orange: The Guardian
- Orange: NY Times
- Orange: Pubmed
- Orange: Twitter
- Orange: Wikipedia
- Orange: Text Preprocessing
- Orange: Bag of Words
- Orange: Similarity Hashing
- Orange: Sentiment Analysis
- Orange: Tweet Profiler
- Orange: Topic Modelling
- Orange: Word Cloud
- Orange: Corpus Viewer
- Orange: Concordance
Time Series
Youtube
- https://www.youtube.com/watch?v=bINV2-YoR_4 (Aplikasi Orange)
- https://youtu.be/Xbxo6gWTp_8 (Word Cloud dari Wikipedia)
- https://www.youtube.com/watch?v=RzHaWsU-z54