Run
511595

Run 511595

Task 3769 (Supervised Classification) chscase_census5 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
0.5094
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5087
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0188
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9.3132
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4875
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5102
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5125
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.5125
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9762
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6982
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3973
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.392
UserCPU time millis testing
0.311
UserCPU time millis training
4.081