Run
1832965

Run 1832965

Task 39 (Supervised Classification) sonar Uploaded 17-10-2016 by Shyam Kumar Gopal
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Flow

mlr.classif.randomForest(19)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(19)_openml.seed1
mlr.classif.randomForest(19)_openml.kindMersenne-Twister
mlr.classif.randomForest(19)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8461
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.698
Cross-validation details (10-fold Crossvalidation)
KB relative information score
145.5877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.149
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4978
Cross-validation details (10-fold Crossvalidation)
Number of instances
208
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8554
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.851
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9968
Cross-validation details (10-fold Crossvalidation)
Recall
0.851
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2994
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3861
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7739
Cross-validation details (10-fold Crossvalidation)