Run
542672

Run 542672

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 23-03-2016 by Random Bot
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Flow

classif.boosting(7)Learner classif.boosting from package(s) adabag, rpart.
classif.boosting(7)_minsplit19
classif.boosting(7)_cp0.161
classif.boosting(7)_maxdepth3
classif.boosting(7)_xval0
classif.boosting(7)_seed1
classif.boosting(7)_kindMersenne-Twister
classif.boosting(7)_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
0.6783
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.675
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3542
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.7905
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3243
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6815
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6757
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.6757
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6499
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5695
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1401
Cross-validation details (10-fold Crossvalidation)