Run
509306

Run 509306

Task 3815 (Supervised Classification) prnn_fglass Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.boosting(4)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(4)_xval0
classif.boosting(4)_seed1
classif.boosting(4)_kindMersenne-Twister
classif.boosting(4)_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
0.8665
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8025
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7371
Cross-validation details (10-fold Crossvalidation)
KB relative information score
158.4493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0639
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
0.8018
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8084
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1997
Cross-validation details (10-fold Crossvalidation)
Recall
0.8084
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2591
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3504
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7211
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
329.863
UserCPU time millis testing
4.496
UserCPU time millis training
325.367