CRAN
measures 0.2
Performance Measures for Statistical Learning
Released Jul 25, 2018 by Philipp Probst
This package is available for Renjin and there are no known compatibility issues.
Provides the biggest amount of statistical measures in the whole R world. Includes measures of regression, (multiclass) classification and multilabel classification. The measures come mainly from the 'mlr' package and were programed by several 'mlr' developers.
Installation
Maven
This package can be included as a dependency from a Java or Scala project by including
the following your project's pom.xml
file.
Read more
about embedding Renjin in JVM-based projects.
<dependencies> <dependency> <groupId>org.renjin.cran</groupId> <artifactId>measures</artifactId> <version>0.2-b2</version> </dependency> </dependencies> <repositories> <repository> <id>bedatadriven</id> <name>bedatadriven public repo</name> <url>https://nexus.bedatadriven.com/content/groups/public/</url> </repository> </repositories>
Renjin CLI
If you're using Renjin from the command line, you load this library by invoking:
library('org.renjin.cran:measures')
Test Results
This package was last tested against Renjin 0.9.2687 on Aug 24, 2018.
- ACC-examples
- ARSQ-examples
- AUC-examples
- BAC-examples
- BER-examples
- Brier-examples
- BrierScaled-examples
- EXPVAR-examples
- F1-examples
- FDR-examples
- FN-examples
- FNR-examples
- FP-examples
- FPR-examples
- GMEAN-examples
- GPR-examples
- KendallTau-examples
- Logloss-examples
- MAE-examples
- MAPE-examples
- MCC-examples
- MEDAE-examples
- MEDSE-examples
- MMCE-examples
- MSE-examples
- MSLE-examples
- MultilabelHamloss-examples
- MultilabelSubset01-examples
- NPV-examples
- Output_check.binary_classification_measures_provide_an_output_E1
- Output_check.binary_classification_measures_provide_an_output_E10
- Output_check.binary_classification_measures_provide_an_output_E11
- Output_check.binary_classification_measures_provide_an_output_E12
- Output_check.binary_classification_measures_provide_an_output_E13
- Output_check.binary_classification_measures_provide_an_output_E14
- Output_check.binary_classification_measures_provide_an_output_E15
- Output_check.binary_classification_measures_provide_an_output_E16
- Output_check.binary_classification_measures_provide_an_output_E17
- Output_check.binary_classification_measures_provide_an_output_E18
- Output_check.binary_classification_measures_provide_an_output_E19
- Output_check.binary_classification_measures_provide_an_output_E2
- Output_check.binary_classification_measures_provide_an_output_E3
- Output_check.binary_classification_measures_provide_an_output_E4
- Output_check.binary_classification_measures_provide_an_output_E5
- Output_check.binary_classification_measures_provide_an_output_E6
- Output_check.binary_classification_measures_provide_an_output_E7
- Output_check.binary_classification_measures_provide_an_output_E8
- Output_check.binary_classification_measures_provide_an_output_E9
- Output_check.listing_measures
- Output_check.multiclass_classification_measures_provide_an_output_E1
- Output_check.multiclass_classification_measures_provide_an_output_E10
- Output_check.multiclass_classification_measures_provide_an_output_E11
- Output_check.multiclass_classification_measures_provide_an_output_E12
- Output_check.multiclass_classification_measures_provide_an_output_E13
- Output_check.multiclass_classification_measures_provide_an_output_E14
- Output_check.multiclass_classification_measures_provide_an_output_E2
- Output_check.multiclass_classification_measures_provide_an_output_E3
- Output_check.multiclass_classification_measures_provide_an_output_E4
- Output_check.multiclass_classification_measures_provide_an_output_E5
- Output_check.multiclass_classification_measures_provide_an_output_E6
- Output_check.multiclass_classification_measures_provide_an_output_E7
- Output_check.multiclass_classification_measures_provide_an_output_E8
- Output_check.multiclass_classification_measures_provide_an_output_E9
- Output_check.multilabel_classification_measures_provide_an_output_E1
- Output_check.multilabel_classification_measures_provide_an_output_E2
- Output_check.multilabel_classification_measures_provide_an_output_E3
- Output_check.multilabel_classification_measures_provide_an_output_E4
- Output_check.multilabel_classification_measures_provide_an_output_E5
- Output_check.multilabel_classification_measures_provide_an_output_E6
- Output_check.regression_measures_provide_an_output_E1
- Output_check.regression_measures_provide_an_output_E10
- Output_check.regression_measures_provide_an_output_E11
- Output_check.regression_measures_provide_an_output_E12
- Output_check.regression_measures_provide_an_output_E13
- Output_check.regression_measures_provide_an_output_E14
- Output_check.regression_measures_provide_an_output_E15
- Output_check.regression_measures_provide_an_output_E16
- Output_check.regression_measures_provide_an_output_E17
- Output_check.regression_measures_provide_an_output_E2
- Output_check.regression_measures_provide_an_output_E3
- Output_check.regression_measures_provide_an_output_E4
- Output_check.regression_measures_provide_an_output_E5
- Output_check.regression_measures_provide_an_output_E6
- Output_check.regression_measures_provide_an_output_E7
- Output_check.regression_measures_provide_an_output_E8
- Output_check.regression_measures_provide_an_output_E9
- PPV-examples
- RAE-examples
- RMSE-examples
- RMSLE-examples
- RRSE-examples
- RSQ-examples
- SAE-examples
- SSE-examples
- SSR-examples
- SpearmanRho-examples
- TN-examples
- TNR-examples
- TP-examples
- TPR-examples
- listAllMeasures-examples
- multiclass.AU1P-examples
- multiclass.AU1U-examples
- multiclass.AUNP-examples
- multiclass.AUNU-examples
- multiclass.Brier-examples
- testthat