Run
466508

Run 466508

Task 8 (Supervised Classification) liver-disorders Uploaded 18-07-2015 by Florian Pfisterer
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Flow

classif.randomForest(22)Learner classif.randomForest from package(s) randomForest.

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
0.7053
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7207
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4234
Cross-validation details (10-fold Crossvalidation)
KB relative information score
149.9263
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2725
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4874
Cross-validation details (10-fold Crossvalidation)
Number of instances
345
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7273
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7275
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7275
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5591
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.522
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0575
Cross-validation details (10-fold Crossvalidation)