Run
507001

Run 507001

Task 3784 (Supervised Classification) analcatdata_seropositive 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
0.9616
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9695
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9326
Cross-validation details (10-fold Crossvalidation)
KB relative information score
122.5815
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0303
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4548
Cross-validation details (10-fold Crossvalidation)
Number of instances
132
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9699
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9697
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.9697
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0666
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4765
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1741
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3653
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.141
UserCPU time millis testing
0.399
UserCPU time millis training
0.742