Run
15763

Run 15763

Task 10 (Supervised Classification) lymph Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LWL_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LWL_DecisionStump(1)_I160
weka.Bagging_LWL_DecisionStump(1)_P100
weka.Bagging_LWL_DecisionStump(1)_S1
weka.Bagging_LWL_DecisionStump(1)_Wweka.classifiers.lazy.LWL
weka.Bagging_LWL_DecisionStump(1)_num-slots1
weka.LWL_DecisionStump(1)_Atrue
weka.LWL_DecisionStump(1)_K-1
weka.LWL_DecisionStump(1)_U0
weka.LWL_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump

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
0.9021
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7677
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.577
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60.2713
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1728
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7522
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7838
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7838
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6454
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7575
Cross-validation details (10-fold Crossvalidation)