Run
22679

Run 22679

Task 42 (Supervised Classification) haberman Uploaded 22-06-2014 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.AdaBoostM1_IBk(1)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_IBk(1)_I40
weka.AdaBoostM1_IBk(1)_P100
weka.AdaBoostM1_IBk(1)_S1
weka.AdaBoostM1_IBk(1)_Wweka.classifiers.lazy.IBk
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.5686
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1401
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25.7345
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3236
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6654
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6732
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.6732
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8297
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5631
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2763
Cross-validation details (10-fold Crossvalidation)