Run
24964

Run 24964

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 19-07-2014 by Joaquin Vanschoren
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Flow

weka.MultiBoostAB_LADTree(1)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.LADTree(1)_B10
weka.MultiBoostAB_LADTree(1)_C3
weka.MultiBoostAB_LADTree(1)_I10
weka.MultiBoostAB_LADTree(1)_P100
weka.MultiBoostAB_LADTree(1)_S1
weka.MultiBoostAB_LADTree(1)_Wweka.classifiers.trees.LADTree

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.4572
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5932
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5.0206
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2496
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (10-fold Crossvalidation)
Number of instances
90
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5732
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (10-fold Crossvalidation)
Recall
0.6222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8696
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4744
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2635
Cross-validation details (10-fold Crossvalidation)