Run
538848

Run 538848

Task 3542 (Supervised Classification) analcatdata_lawsuit 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)_minsplit11
classif.boosting(8)_cp0.00721
classif.boosting(8)_maxdepth15
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
0.9412
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9813
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8616
Cross-validation details (10-fold Crossvalidation)
KB relative information score
206.0593
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0189
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1363
Cross-validation details (10-fold Crossvalidation)
Number of instances
264
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9816
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9811
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.385
Cross-validation details (10-fold Crossvalidation)
Recall
0.9811
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1389
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2585
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1376
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5325
Cross-validation details (10-fold Crossvalidation)