Run
540768

Run 540768

Task 3819 (Supervised Classification) molecular-biology_promoters 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)_minsplit54
classif.boosting(8)_cp0.164
classif.boosting(8)_maxdepth21
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
0.5862
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6543
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1853
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21.2177
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3302
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4369
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6487
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6698
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9088
Cross-validation details (10-fold Crossvalidation)
Recall
0.6698
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7557
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4668
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5746
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.231
Cross-validation details (10-fold Crossvalidation)