Run
510918

Run 510918

Task 3763 (Supervised Classification) chscase_census6 Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(5)_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
0.4765
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4932
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0495
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-3.5328
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4825
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
0.4888
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5175
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.978
Cross-validation details (10-fold Crossvalidation)
Recall
0.5175
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9953
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6946
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.411
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
29.557
UserCPU time millis testing
4.569
UserCPU time millis training
24.988