Run
538858

Run 538858

Task 3815 (Supervised Classification) prnn_fglass 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)_minsplit60
classif.boosting(8)_cp0.118
classif.boosting(8)_maxdepth22
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
0.707
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5451
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4314
Cross-validation details (10-fold Crossvalidation)
KB relative information score
95.1293
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1308
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2465
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5077
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6075
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1997
Cross-validation details (10-fold Crossvalidation)
Recall
0.6075
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5309
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3504
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3617
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0322
Cross-validation details (10-fold Crossvalidation)