Run
542417

Run 542417

Task 3813 (Supervised Classification) arsenic-female-lung Uploaded 23-03-2016 by Random Bot
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Flow

classif.randomForest(50)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(50)_ntree509
classif.randomForest(50)_mtry13
classif.randomForest(50)_seed1
classif.randomForest(50)_kindMersenne-Twister
classif.randomForest(50)_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.

17 Evaluation measures

Area under ROC curve
0.8158
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9861
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7681
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
0.9876
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)