Run
510830

Run 510830

Task 3813 (Supervised Classification) arsenic-female-lung 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
0.8412
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9866
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7816
Cross-validation details (10-fold Crossvalidation)
KB relative information score
385.7678
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0125
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0672
Cross-validation details (10-fold Crossvalidation)
Number of instances
559
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9869
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9875
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.222
Cross-validation details (10-fold Crossvalidation)
Recall
0.9875
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1863
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1812
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1119
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6175
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.806
UserCPU time millis testing
0.059
UserCPU time millis training
2.747