diff --git a/README.md b/README.md index da95839..db3c32b 100644 --- a/README.md +++ b/README.md @@ -44,17 +44,19 @@ composer require php-ai/php-ml * [Least Squares](http://php-ml.readthedocs.io/en/latest/machine-learning/regression/least-squares/) * [SVR](http://php-ml.readthedocs.io/en/latest/machine-learning/regression/svr/) * Clustering - * [k-Means](http://php-ml.readthedocs.io/en/latest/machine-learning/clustering/k-means) - * [DBSCAN](http://php-ml.readthedocs.io/en/latest/machine-learning/clustering/dbscan) + * [k-Means](http://php-ml.readthedocs.io/en/latest/machine-learning/clustering/k-means/) + * [DBSCAN](http://php-ml.readthedocs.io/en/latest/machine-learning/clustering/dbscan/) +* Metric + * [Accuracy](http://php-ml.readthedocs.io/en/latest/machine-learning/metric/accuracy/) * Cross Validation - * [Random Split](http://php-ml.readthedocs.io/en/latest/machine-learning/cross-validation/random-split) + * [Random Split](http://php-ml.readthedocs.io/en/latest/machine-learning/cross-validation/random-split/) * Preprocessing - * [Normalization](http://php-ml.readthedocs.io/en/latest/machine-learning/preprocessing/normalization) - * [Imputation missing values](http://php-ml.readthedocs.io/en/latest/machine-learning/preprocessing/imputation-missing-values) + * [Normalization](http://php-ml.readthedocs.io/en/latest/machine-learning/preprocessing/normalization/) + * [Imputation missing values](http://php-ml.readthedocs.io/en/latest/machine-learning/preprocessing/imputation-missing-values/) * Feature Extraction - * [Token Count Vectorizer](http://php-ml.readthedocs.io/en/latest/machine-learning/feature-extraction/token-count-vectorizer) + * [Token Count Vectorizer](http://php-ml.readthedocs.io/en/latest/machine-learning/feature-extraction/token-count-vectorizer/) * Datasets - * [CSV](http://php-ml.readthedocs.io/en/latest/machine-learning/datasets/csv-dataset) + * [CSV](http://php-ml.readthedocs.io/en/latest/machine-learning/datasets/csv-dataset/) * Ready to use: * [Iris](http://php-ml.readthedocs.io/en/latest/machine-learning/datasets/demo/iris/) * [Wine](http://php-ml.readthedocs.io/en/latest/machine-learning/datasets/demo/wine/) diff --git a/docs/index.md b/docs/index.md index da95839..db3c32b 100644 --- a/docs/index.md +++ b/docs/index.md @@ -44,17 +44,19 @@ composer require php-ai/php-ml * [Least Squares](http://php-ml.readthedocs.io/en/latest/machine-learning/regression/least-squares/) * [SVR](http://php-ml.readthedocs.io/en/latest/machine-learning/regression/svr/) * Clustering - * [k-Means](http://php-ml.readthedocs.io/en/latest/machine-learning/clustering/k-means) - * [DBSCAN](http://php-ml.readthedocs.io/en/latest/machine-learning/clustering/dbscan) + * [k-Means](http://php-ml.readthedocs.io/en/latest/machine-learning/clustering/k-means/) + * [DBSCAN](http://php-ml.readthedocs.io/en/latest/machine-learning/clustering/dbscan/) +* Metric + * [Accuracy](http://php-ml.readthedocs.io/en/latest/machine-learning/metric/accuracy/) * Cross Validation - * [Random Split](http://php-ml.readthedocs.io/en/latest/machine-learning/cross-validation/random-split) + * [Random Split](http://php-ml.readthedocs.io/en/latest/machine-learning/cross-validation/random-split/) * Preprocessing - * [Normalization](http://php-ml.readthedocs.io/en/latest/machine-learning/preprocessing/normalization) - * [Imputation missing values](http://php-ml.readthedocs.io/en/latest/machine-learning/preprocessing/imputation-missing-values) + * [Normalization](http://php-ml.readthedocs.io/en/latest/machine-learning/preprocessing/normalization/) + * [Imputation missing values](http://php-ml.readthedocs.io/en/latest/machine-learning/preprocessing/imputation-missing-values/) * Feature Extraction - * [Token Count Vectorizer](http://php-ml.readthedocs.io/en/latest/machine-learning/feature-extraction/token-count-vectorizer) + * [Token Count Vectorizer](http://php-ml.readthedocs.io/en/latest/machine-learning/feature-extraction/token-count-vectorizer/) * Datasets - * [CSV](http://php-ml.readthedocs.io/en/latest/machine-learning/datasets/csv-dataset) + * [CSV](http://php-ml.readthedocs.io/en/latest/machine-learning/datasets/csv-dataset/) * Ready to use: * [Iris](http://php-ml.readthedocs.io/en/latest/machine-learning/datasets/demo/iris/) * [Wine](http://php-ml.readthedocs.io/en/latest/machine-learning/datasets/demo/wine/) diff --git a/mkdocs.yml b/mkdocs.yml index f833fc3..68e8b97 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -12,8 +12,13 @@ pages: - Clustering: - KMeans: machine-learning/clustering/k-means.md - DBSCAN: machine-learning/clustering/dbscan.md + - Metric: + - Accuracy: machine-learning/metric/accuracy.md - Cross Validation: - RandomSplit: machine-learning/cross-validation/random-split.md + - Preprocessing: + - Normalization: machine-learning/preprocessing/normalization.md + - Imputation missing values: machine-learning/preprocessing/imputation-missing-values.md - Feature Extraction: - Token Count Vectorizer: machine-learning/feature-extraction/token-count-vectorizer.md - Datasets: @@ -21,9 +26,10 @@ pages: - CSV Dataset: machine-learning/datasets/csv-dataset.md - Ready to use datasets: - Iris: machine-learning/datasets/demo/iris.md - - Metric: - - Accuracy: machine-learning/metric/accuracy.md + - Wine: machine-learning/datasets/demo/wine.md + - Glass: machine-learning/datasets/demo/glass.md - Math: - Distance: math/distance.md - Matrix: math/matrix.md + - Statistic: math/statistic.md theme: readthedocs