Sample
int-b189e21fbb48-I06
Invert eligible conditions and exchange their branches
Scores
| Method | Score | Scale |
|---|---|---|
| Posnett | 0.998 | 0–1; higher is more readable |
| Scalabrino | 0.931 | 0–1; higher is more readable |
| Dorn | 0.706 | 0–1; higher is more readable |
| Mi | 0.335 | 0–1; higher is more readable |
| LLOC | 3 | Logical lines; fewer is more readable |
| DeepSeek V4 Pro | 17.67 | 0–20; mean of three runs |
| GPT-6.1 Sol | 19 | 0–20; mean of three runs |
| BTTF | 0.658 | 0–1; higher is more readable |
Views
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Source regions
Feature contributions
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Source linesThe number of non-empty source lines. | 57 | +22.8 |
| Halstead volumeHow much symbolic information the code contains. It combines the total number of operators and values with the number of distinct ones. | 560.253 | −18.488 |
| Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value. | 4.763 | −7.145 |
Intercept 8.87 + feature contributions = 6.037 (log-odds).
Score = sigmoid(6.037) = 0.998.
| Score | 0.931 |
|---|
Feature contributions
| Feature | Value | Contribution (log-odds) |
|---|---|---|
| Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code. | 57 | −0.982 |
| Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right. | 96.621 | +0.754 |
| Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *. | 0.029 | +0.656 |
| Identifier layout (horizontal)How rapidly the visual pattern of identifier characters changes from left to right. It measures spatial frequency, not the meaning of the names. | 99.948 | −0.568 |
| Number layout frequencyHow rapidly the number of numeric values per line changes through the code. | 1 | +0.398 |
| Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom. | 56.881 | +0.385 |
| Indentation frequencyHow rapidly indentation changes from line to line. | 26 | +0.162 |
Intercept 0.07 + feature contributions = 0.876 (log-odds).
Score = sigmoid(0.876) = 0.706.
| Score | 0.335 |
|---|
| Score | 3 |
|---|
Run 1
The code is highly readable. It has clear structure as an interface with well-organized Javadoc comments, a single logical purpose, and no complex nesting. Intent is unambiguous through descriptive method names and documentation. The code is concise, with each method declaration on its own line and no unnecessary verbosity. Action granularity is appropriate for an interface definition. Reading flow is natural: the peek() method is defined first as the primary addition, followed by overridden next() and remove() with clarifying documentation. Minor deductions come from the long Javadoc blocks which somewhat interrupt the code flow, and the generic type parameter '<E extends @Nullable Object>' adds slight complexity. Overall, the interface is clean, well-documented, and easy to understand.
Run 2
The code is highly readable: it has a clean interface structure, minimal nesting, and clear intent through descriptive Javadoc. Methods are concise, each performs one logical action, and the reading flow is natural. Minor deducts for verbose annotations and Javadoc length slightly reducing scannability.
Run 3
The code is highly readable. The structure is logical, with a clean package declaration, clear imports, and a well-organized interface definition. Nesting is minimal, and clarity of intent is excellent, especially with Javadoc comments that explain the contract of peek(), next(), and remove(). The code length is appropriate for an interface, and action granularity is well-controlled, with each method declaration on its own line. Reading flow is natural, following standard Java conventions. Minor deductions could be made for the slight verbosity of Javadoc, but overall the code is concise and maintainable.
Run 1
Code Structure: A small, logically organized interface with imports, class documentation, and related method declarations. Nesting: Flat declarations with no nested control flow. Clarity of intent: Descriptive naming and detailed Javadoc clearly explain lookahead behavior, method relationships, and removal constraints. Code length: The interface is concise; documentation is longer than the declarations but provides useful contract details. Action granularity: Each method declaration and annotation occupies its own line, with no combined actions. Reading flow: The sequence from peek() to next() to remove() naturally follows iterator usage. Minor readability drawbacks include densely wrapped Javadoc links and the lack of visual separation between the package declaration and imports.
Run 2
Code Structure: A small, logically organized interface with imports, class documentation, and clearly separated method declarations. Nesting: Flat, with no nested control flow. Clarity of intent: Descriptive names and precise Javadoc explain lookahead behavior, guarantees, and removal restrictions. Code length: The declarations are concise; documentation is longer but justified by subtle API contracts. Action granularity: Each declaration and annotation occupies its own line, with no bundled operations. Reading flow: Methods progress naturally from peek() to next() to remove(). Minor distractions include densely wrapped Javadoc links, several annotations requiring library familiarity, and the lack of a blank line after the package declaration.
Run 3
Code Structure: A well-organized interface with imports, interface documentation, and logically ordered method declarations. Nesting: Minimal nesting, with no complex control flow. Clarity of intent: Descriptive names and precise Javadocs clearly explain lookahead behavior, method guarantees, and removal restrictions. Code length: The executable API is concise; documentation is longer but provides useful contract details rather than unnecessary repetition. Action granularity: Each method declaration and annotation occupies its own line, making individual elements easy to distinguish. Reading flow: The progression from peek() to next() to remove() is natural. Minor distractions include annotation density, wrapped Javadoc links, and the lack of a blank line between the package declaration and imports.