Run
510909

Run 510909

Task 3763 (Supervised Classification) chscase_census6 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
0.4562
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4713
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0927
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-18.1655
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4848
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4645
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0314
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7071
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4364
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.162
UserCPU time millis testing
0.367
UserCPU time millis training
2.795