| Tool Name | Maximum Entropy Classification |
| Tool ID | 0 |
| Library ID | imagery_maxent |
| Version | 1.0 |
| Author(s) | O.Conrad (c) 2015 |
Yoshimasa Tsuruoka: A simple C++ library for maximum entropy classification.
Dekang Lin: A MaxEnt Package in C++.
| Name | Type | Identifier | Description | Constraints |
|---|---|---|---|---|
| Input | ||||
| Training Areas | shapes, input | TRAINING | ||
| Numerical Features | grid list, input, optional | FEATURES_NUM | ||
| Categorical Features | grid list, input, optional | FEATURES_CAT | ||
| Output | ||||
| Classification | grid, output | CLASSES | ||
| Look-up Table | table, output, optional | CLASSES_LUT | A reference list of the grid values that have been assigned to the training classes. | |
| Probability | grid, output | PROB | ||
| Probabilities | grid list, output | PROBS | ||
| Options | ||||
| Class Name | table field | FIELD | ||
| Create Probabilities | boolean | PROBS_CREATE | Default: 0 | |
| Method | choice | METHOD | Available Choices: [0] Yoshimasa Tsuruoka [1] Dekang Lin Default: 0 | |
| Load from File... | file path | YT_FILE_LOAD | ||
| Save to File... | file path | YT_FILE_SAVE | ||
| Regularization | choice | YT_REGUL | Available Choices: [0] none [1] L1 [2] L2 Default: 0 | |
| Regularization Factor | floating point number | YT_REGUL_VAL | Minimum: 0.000000 Default: 1.000000 | |
| Real-valued Numerical Features | boolean | YT_NUMASREAL | Default: 1 | |
| Alpha | floating point number | DL_ALPHA | Default: 0.100000 | |
| Threshold | floating point number | DL_THRESHOLD | Minimum: 0.000000 Default: 0.000000 | |
| Maximum Iterations | integer number | DL_ITERATIONS | Minimum: 1 Default: 100 | |
| Number of Numeric Value Classes | integer number | NUM_CLASSES | Minimum: 1 Default: 32 | |
| Minimum Probability | floating point number | PROB_MIN | Minimum probability to accept a classification result for a cell. | Minimum: 0.000000 Maximum: 1.000000 Default: 0.000000 |