Run
521163

Run 521163

Task 9955 (Supervised Classification) one-hundred-plants-shape Uploaded 06-02-2016 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
0.6739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3033
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3479
Cross-validation details (10-fold Crossvalidation)
KB relative information score
564.7456
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0129
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3376
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3544
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.3544
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6521
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1136
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1421
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
787.854
UserCPU time millis testing
14.996
UserCPU time millis training
772.858