Run
512046

Run 512046

Task 52 (Supervised Classification) heart-statlog Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_normal.kindInversion

Result files

Description

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

Predictions

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

20 Evaluation measures

Area under ROC curve
0.8275
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8325
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.66
Cross-validation details (10-fold Crossvalidation)
KB relative information score
178.3644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1667
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
0.8336
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4082
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8216
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.165
UserCPU time millis testing
0.392
UserCPU time millis training
2.773