Machine Learning
AI field
Overview
Use casePattern recognition and prediction from data
Also see
Based onMathematical algorithms
Knowledge graph stats
Claims15
Avg confidence96%
Avg freshness100%
Last updatedUpdated yesterday
WikidataQ2539
Trust distribution
100% unverified
Governance
Not assessed
Machine Learning
concept
AI approach used to train models that power intelligent code completion and generation
Compare with...subfield of
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Artificial Intelligence | ○Unverified | High | Fresh | 1 |
includes approach
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Supervised learning | ○Unverified | High | Fresh | 1 |
| Unsupervised learning | ○Unverified | High | Fresh | 1 |
| Reinforcement learning | ○Unverified | High | Fresh | 1 |
primary use case
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Pattern recognition and prediction from data | ○Unverified | High | Fresh | 1 |
requires
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Training data | ○Unverified | High | Fresh | 1 |
based on
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Mathematical algorithms | ○Unverified | High | Fresh | 1 |
| Statistical methods | ○Unverified | High | Fresh | 1 |
application area
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Computer vision | ○Unverified | High | Fresh | 1 |
| Natural language processing | ○Unverified | High | Fresh | 1 |
| Recommendation systems | ○Unverified | High | Fresh | 1 |
evaluation method
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Cross-validation | ○Unverified | High | Fresh | 1 |
enables
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Deep learning | ○Unverified | High | Fresh | 1 |
fundamental concept
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Feature extraction | ○Unverified | High | Fresh | 1 |
historically developed by
| Value | Trust | Confidence | Freshness | Sources |
|---|---|---|---|---|
| Arthur Samuel | ○Unverified | High | Fresh | 1 |