Run
514386

Run 514386

Task 9903 (Supervised Classification) autoUniv-au7-500 Uploaded 28-01-2016 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
0.6773
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5009
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3571
Cross-validation details (10-fold Crossvalidation)
KB relative information score
195.9332
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1816
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2996
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4966
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.546
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1516
Cross-validation details (10-fold Crossvalidation)
Recall
0.546
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6061
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4261
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1014
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
387.379
UserCPU time millis testing
10.529
UserCPU time millis training
376.85