Run
508793

Run 508793

Task 9948 (Supervised Classification) heart-switzerland Uploaded 27-01-2016 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
0.5543
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1079
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.9811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2439
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3541
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3902
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.3902
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8493
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3062
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.598
UserCPU time millis testing
0.353
UserCPU time millis training
1.245