Run
538820

Run 538820

Task 3772 (Supervised Classification) chscase_census2 Uploaded 22-03-2016 by Random Bot
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Flow

classif.boosting(8)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(8)_minsplit22
classif.boosting(8)_cp0.176
classif.boosting(8)_maxdepth6
classif.boosting(8)_xval0
classif.boosting(8)_seed1
classif.boosting(8)_kindMersenne-Twister
classif.boosting(8)_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.

17 Evaluation measures

Area under ROC curve
0.4916
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4907
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0168
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-6.1312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5075
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4999
Cross-validation details (10-fold Crossvalidation)
Number of instances
400
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4916
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4925
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9998
Cross-validation details (10-fold Crossvalidation)
Recall
0.4925
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0152
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4999
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.7124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4249
Cross-validation details (10-fold Crossvalidation)