Run
522006

Run 522006

Task 3687 (Supervised Classification) cal_housing Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(6)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(6)_xval0
classif.boosting(6)_seed1
classif.boosting(6)_kindMersenne-Twister
classif.boosting(6)_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
0.8756
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8826
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.756
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15557.652
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.117
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4824
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8827
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.883
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9745
Cross-validation details (10-fold Crossvalidation)
Recall
0.883
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2424
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4911
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.342
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6963
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1664.911
UserCPU time millis testing
4.915
UserCPU time millis training
1659.996