Run
512291

Run 512291

Task 3877 (Supervised Classification) analcatdata_dmft Uploaded 28-01-2016 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
0.4947
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7147
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
176.768
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.207
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3138
Cross-validation details (10-fold Crossvalidation)
Number of instances
797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6637
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.793
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7123
Cross-validation details (10-fold Crossvalidation)
Recall
0.793
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6598
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3958
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.455
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1496
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
12.861
UserCPU time millis testing
0.184
UserCPU time millis training
12.677