Run
1816247

Run 1816247

Task 52 (Supervised Classification) heart-statlog Uploaded 16-09-2016 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest(17)Learner mlr.classif.randomForest from package(s) randomForest.
mlr.classif.randomForest(17)_ntree50
mlr.classif.randomForest(17)_openml.seed1
mlr.classif.randomForest(17)_openml.kindMersenne-Twister
mlr.classif.randomForest(17)_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
0.8225
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8257
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6466
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.2933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1741
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8257
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8259
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3525
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8396
Cross-validation details (10-fold Crossvalidation)